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Heng Tao Shen

Hengtao Shen – 申恒涛

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unicode name: 申恒涛
affiliation: University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China
affiliation (2004 - 2017): University of Queensland, Brisbane, Australia
affiliation (PhD 2004): National University of Singapore, Singapore

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2025
[j271]
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Yujie Mo, Heng Tao Shen, Xiaofeng Zhu:
Unsupervised multi-view graph representation learning with dual weight-net. Inf. Fusion 114: 102669 (2025)
2024
[j270]
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Lifeng Sun, Xinhang Song, Shuqiang Jiang, Lili Wang, Hengtao Shen:
Preface to the Special Issue on Multimodal Collaborative Perception and Fusion Technology. Int. J. Softw. Informatics 14(2): 119-122 (2024)
[j269]
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Jingjing Li, Zhiqi Yu, Zhekai Du, Lei Zhu, Heng Tao Shen:
A Comprehensive Survey on Source-Free Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5743-5762 (2024)
[j268]
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Yuhui Wu, Guoqing Wang, Shaochong Liu, Yang Yang, Wei Liu, Xiongxin Tang, Shuhang Gu, Chongyi Li, Heng Tao Shen:
Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9921-9939 (2024)
[j267]
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Chaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El-Saddik, Heng Tao Shen:
Dual-Branch Hybrid Learning Network for Unbiased Scene Graph Generation. IEEE Trans. Circuits Syst. Video Technol. 34(3): 1743-1756 (2024)
[j266]
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Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Xin Liu, Heng Tao Shen:
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2959-2972 (2024)
[j265]
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Zeyu Ma, Ziqiang Zheng, Jiwei Wei, Yang Yang, Heng Tao Shen:
Instance-Dictionary Learning for Open-World Object Detection in Autonomous Driving Scenarios. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3395-3408 (2024)
[j264]
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Haonan Zhang, Pengpeng Zeng, Lianli Gao, Xinyu Lyu, Jingkuan Song, Heng Tao Shen:
SPT: Spatial Pyramid Transformer for Image Captioning. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4829-4842 (2024)
[j263]
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Ziqiang Zheng, Hao Ren, Yang Wu, Weichuan Zhang, Hong Lu, Yang Yang, Heng Tao Shen:
Fully Unsupervised Domain-Agnostic Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(6): 5077-5090 (2024)
[j262]
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Yin Tang, Tao Chen, Xiruo Jiang, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen:
Holistic Prototype Attention Network for Few-Shot Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6699-6709 (2024)
[j261]
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Yahui Xu, Jiwei Wei, Yi Bin, Yang Yang, Zeyu Ma, Heng Tao Shen:
Set of Diverse Queries With Uncertainty Regularization for Composed Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10494-10506 (2024)
[j260]
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Feiyu Chen, Jie Shao, Anjie Zhu, Deqiang Ouyang, Xueliang Liu, Heng Tao Shen:
Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation. IEEE Trans. Cybern. 54(1): 187-198 (2024)
[j259]
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Yujie Li, Xun Jiang, Xing Xu, Huimin Lu, Heng Tao Shen:
Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video Grounding. IEEE Trans. Fuzzy Syst. 32(9): 5046-5059 (2024)
[j258]
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Jiefu Chen, Tong Chen, Xing Xu, Jingran Zhang, Yang Yang, Heng Tao Shen:
Coreset Learning-Based Sparse Black-Box Adversarial Attack for Video Recognition. IEEE Trans. Inf. Forensics Secur. 19: 1547-1560 (2024)
[j257]
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Guobao Xiao, Zhimin Tang, Hanlin Guo, Jun Yu, Heng Tao Shen:
FAFusion: Learning for Infrared and Visible Image Fusion via Frequency Awareness. IEEE Trans. Instrum. Meas. 73: 1-11 (2024)
[j256]
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Mengmeng Jing, Jingjing Li, Ke Lu, Lei Zhu, Heng Tao Shen:
Visually Source-Free Domain Adaptation via Adversarial Style Matching. IEEE Trans. Image Process. 33: 1032-1044 (2024)
[j255]
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Zheng Wang, Xing Xu, Jiwei Wei, Ning Xie, Yang Yang, Heng Tao Shen:
Semantics Disentangling for Cross-Modal Retrieval. IEEE Trans. Image Process. 33: 2226-2237 (2024)
[j254]
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Xuanhan Wang, Xiaojia Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen:
CPI-Parser: Integrating Causal Properties Into Multiple Human Parsing. IEEE Trans. Image Process. 33: 5771-5782 (2024)
[j253]
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Kumie Gedamu, Yanli Ji, Yang Yang, Jie Shao, Heng Tao Shen:
Self-Supervised Sub-Action Parsing Network for Semi-Supervised Action Quality Assessment. IEEE Trans. Image Process. 33: 6057-6070 (2024)
[j252]
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Lei Zhu, Chaoqun Zheng, Weili Guan, Jingjing Li, Yang Yang, Heng Tao Shen:
Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey. IEEE Trans. Knowl. Data Eng. 36(1): 239-260 (2024)
[j251]
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Yang Xu, Lei Zhu, Jingjing Li, Fengling Li, Heng Tao Shen:
Temporal Social Graph Network Hashing for Efficient Recommendation. IEEE Trans. Knowl. Data Eng. 36(7): 3541-3555 (2024)
[j250]
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Yan Dai, Xiaojia Chen, Xuanhan Wang, Minghui Pang, Lianli Gao, Heng Tao Shen:
ReSParser: Fully Convolutional Multiple Human Parsing With Representative Sets. IEEE Trans. Multim. 26: 1384-1394 (2024)
[j249]
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Shuaiqi Jing, Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen:
Memory-Based Augmentation Network for Video Captioning. IEEE Trans. Multim. 26: 2367-2379 (2024)
[j248]
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Jinghan Ru, Jun Tian, Chengwei Xiao, Jingjing Li, Heng Tao Shen:
Imbalanced Open Set Domain Adaptation via Moving-Threshold Estimation and Gradual Alignment. IEEE Trans. Multim. 26: 2504-2514 (2024)
[j247]
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Congrui Li, Ziqiang Zheng, Yi Bin, Guoqing Wang, Yang Yang, Xuesheng Li, Heng Tao Shen:
Pixel Bleach Network for Detecting Face Forgery Under Compression. IEEE Trans. Multim. 26: 2585-2597 (2024)
[j246]
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Yan Dai, Beitao Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen:
DMH-CL: Dynamic Model Hardness Based Curriculum Learning for Complex Pose Estimation. IEEE Trans. Multim. 26: 3180-3193 (2024)
[j245]
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Jiwei Wei, Yang Yang, Xiang Guan, Xing Xu, Guoqing Wang, Heng Tao Shen:
Runge-Kutta Guided Feature Augmentation for Few-Sample Learning. IEEE Trans. Multim. 26: 7349-7358 (2024)
[j244]
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Huafeng Liu, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua, Heng Tao Shen:
Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection. IEEE Trans. Multim. 26: 7426-7437 (2024)
[j243]
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Shiyuan He, Jiwei Wei, Chaoning Zhang, Xing Xu, Jingkuan Song, Yang Yang, Heng Tao Shen:
Boosting Adversarial Training with Hardness-Guided Attack Strategy. IEEE Trans. Multim. 26: 7748-7760 (2024)
[j242]
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Jian Huang, Yanli Ji, Zhen Qin, Yang Yang, Heng Tao Shen:
Dominant SIngle-Modal SUpplementary Fusion (SIMSUF) for Multimodal Sentiment Analysis. IEEE Trans. Multim. 26: 8383-8394 (2024)
[j241]
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Xun Jiang, Xing Xu, Zailei Zhou, Yang Yang, Fumin Shen, Heng Tao Shen:
Zero-Shot Video Moment Retrieval With Angular Reconstructive Text Embeddings. IEEE Trans. Multim. 26: 9657-9670 (2024)
[j240]
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Yahui Xu, Yi Bin, Jiwei Wei, Yang Yang, Guoqing Wang, Heng Tao Shen:
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback. IEEE Trans. Multim. 26: 9936-9948 (2024)
[j239]
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Zheng Wang, Zhenwei Gao, Mengqun Han, Yang Yang, Heng Tao Shen:
Estimating the Semantics via Sector Embedding for Image-Text Retrieval. IEEE Trans. Multim. 26: 10342-10353 (2024)
[j238]
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Jiwei Wei, Chen Pan, Shiyuan He, Guoqing Wang, Yang Yang, Heng Tao Shen:
Towards Robust Person Re-Identification by Adversarial Training With Dynamic Attack Strategy. IEEE Trans. Multim. 26: 10367-10380 (2024)
[j237]
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Dan Zhang, Zhekai Du, Jingjing Li, Lei Zhu, Heng Tao Shen:
Domain-Adaptive Energy-Based Models for Generalizable Face Anti-Spoofing. IEEE Trans. Multim. 26: 10474-10488 (2024)
[j236]
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Ke Liu, Jiwei Wei, Jie Zou, Peng Wang, Yang Yang, Heng Tao Shen:
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective. IEEE Trans. Multim. 26: 10623-10636 (2024)
[j235]
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Ran Ran, Jiwei Wei, Chaoning Zhang, Guoqing Wang, Yang Yang, Heng Tao Shen:
Adaptive Multi-scale Degradation-Based Attack for Boosting the Adversarial Transferability. IEEE Trans. Multim. 26: 10979-10990 (2024)
[j234]
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Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Liqiang Nie, Heng Tao Shen:
Anti-Collapse Loss for Deep Metric Learning. IEEE Trans. Multim. 26: 11139-11150 (2024)
[j233]
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Yalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li, Heng Tao Shen:
Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies. IEEE Trans. Neural Networks Learn. Syst. 35(1): 884-898 (2024)
[j232]
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Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen:
SDN: Semantic Decoupling Network for Temporal Language Grounding. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6598-6612 (2024)
[j231]
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Zheng Wang, Xing Xu, Yin Zhang, Yang Yang, Heng Tao Shen:
Complex Relation Embedding for Scene Graph Generation. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8321-8335 (2024)
[j230]
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Liang Peng, Yujie Mo, Jie Xu, Jialie Shen, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu:
GRLC: Graph Representation Learning With Constraints. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8609-8622 (2024)
[j229]
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Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Feng Zheng, Heng Tao Shen:
Overcoming Data Deficiency for Multi-Person Pose Estimation. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10857-10868 (2024)
[j228]
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Haonan Luo, Guosheng Lin, Fumin Shen, Xingguo Huang, Yazhou Yao, Hengtao Shen:
Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12083-12094 (2024)
[j227]
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Hongzu Su, Jingjing Li, Zhekai Du, Lei Zhu, Ke Lu, Heng Tao Shen:
Cross-domain Recommendation via Dual Adversarial Adaptation. ACM Trans. Inf. Syst. 42(3): 83:1-83:26 (2024)
[j226]
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Tianshi Wang, Fengling Li, Lei Zhu, Jingjing Li, Zheng Zhang, Heng Tao Shen:
Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval. ACM Trans. Inf. Syst. 42(4): 111:1-111:27 (2024)
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Shenshen Li, Chen He, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval. AAAI 2024: 3172-3180
[c260]
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Ziyang Lu, Yunqiang Pei, Guoqing Wang, Peiwei Li, Yang Yang, Yinjie Lei, Heng Tao Shen:
ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding. AAAI 2024: 3936-3944
[c259]
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Mingfeng Zha, Yunqiang Pei, Guoqing Wang, Tianyu Li, Yang Yang, Wenbin Qian, Heng Tao Shen:
Weakly-Supervised Mirror Detection via Scribble Annotations. AAAI 2024: 6953-6961
[c258]
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Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen:
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. AAAI 2024: 19162-19170
[c257]
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Fei Kong, Jinhao Duan, Lichao Sun, Hao Cheng, Renjing Xu, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
ACT-Diffusion: Efficient Adversarial Consistency Training for One-Step Diffusion Models. CVPR 2024: 8890-8899
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Ji Zhang, Shihan Wu, Lianli Gao, Heng Tao Shen, Jingkuan Song:
DePT: Decoupled Prompt Tuning. CVPR 2024: 12924-12933
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Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen:
ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain Retrieval. CVPR 2024: 17292-17301
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Bowen Tang, Zheng Wang, Yi Bin, Qi Dou, Yang Yang, Heng Tao Shen:
Ensemble Diversity Facilitates Adversarial Transferability. CVPR 2024: 24377-24386
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Zixian Gao, Xun Jiang, Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen:
Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion. CVPR 2024: 26866-26875
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Renming Huang, Yunqiang Pei, Guoqing Wang, Yangming Zhang, Yang Yang, Peng Wang, Hengtao Shen:
Diffusion Models as Optimizers for Efficient Planning in Offline RL. ECCV (51) 2024: 1-17
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Zhiyuan Wang, Jinhao Duan, Lu Cheng, Yue Zhang, Qingni Wang, Xiaoshuang Shi, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu:
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. EMNLP (Findings) 2024: 6886-6898
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Zetao Zheng, Jie Shao, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou:
Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management. ICDE 2024: 4685-4698
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Zetao Zheng, Jie Shao, Feiyu Chen, Anjie Zhu, Shilong Deng, Heng Tao Shen:
HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning. ICDE 2024: 4709-4721
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Fei Kong, Jinhao Duan, Ruipeng Ma, Heng Tao Shen, Xiaoshuang Shi, Xiaofeng Zhu, Kaidi Xu:
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization. ICLR 2024
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Yujie Mo, Feiping Nie, Ping Hu, Heng Tao Shen, Zheng Zhang, Xinchao Wang, Xiaofeng Zhu:
Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View. ICLR 2024
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Mengmeng Zhan, Zongqian Wu, Rongyao Hu, Ping Hu, Heng Tao Shen, Xiaofeng Zhu:
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation. IJCAI 2024: 1643-1651
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Yunqiang Pei, Kaiyue Zhang, Hongrong Yang, Yong Tao, Qihang Tang, Jialei Tang, Guoqing Wang, Zhitao Liu, Ning Xie, Peng Wang, Yang Yang, Hengtao Shen:
Improving Interaction Comfort in Authoring Task in AR-HRI through Dynamic Dual-Layer Interaction Adjustment. ACM Multimedia 2024: 88-97
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Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen:
MPT: Multi-grained Prompt Tuning for Text-Video Retrieval. ACM Multimedia 2024: 1206-1214
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Yuhui Wu, Guoqing Wang, Zhiwen Wang, Yang Yang, Tianyu Li, Malu Zhang, Chongyi Li, Heng Tao Shen:
JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement. ACM Multimedia 2024: 1810-1818
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Zhiwen Wang, Yuhui Wu, Zheng Wang, Jiwei Wei, Tianyu Li, Guoqing Wang, Yang Yang, Hengtao Shen:
Cascaded Adversarial Attack: Simultaneously Fooling Rain Removal and Semantic Segmentation Networks. ACM Multimedia 2024: 2136-2145
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Yi Bin, Junrong Liao, Yujuan Ding, Haoxuan Li, Yang Yang, See-Kiong Ng, Heng Tao Shen:
Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning. ACM Multimedia 2024: 4630-4639
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Yunqiang Pei, Jialei Tang, Qihang Tang, Mingfeng Zha, Dongyu Xie, Guoqing Wang, Zhitao Liu, Ning Xie, Peng Wang, Yang Yang, Hengtao Shen:
Emotion Recognition in HMDs: A Multi-task Approach Using Physiological Signals and Occluded Faces. ACM Multimedia 2024: 5977-5986
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Xun Jiang, Zhuoyuan Wei, Shenshen Li, Xing Xu, Jingkuan Song, Heng Tao Shen:
Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding. ACM Multimedia 2024: 6472-6481
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Jin Sun, Xiaoshuang Shi, Zhiyuan Wang, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu:
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation. ACM Multimedia 2024: 7123-7132
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Yi Bin, Wenhao Shi, Yujuan Ding, Zhiqiang Hu, Zheng Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen:
GalleryGPT: Analyzing Paintings with Large Multimodal Models. ACM Multimedia 2024: 7734-7743
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Peng Yin, Xiaosu Zhu, Jingkuan Song, Lianli Gao, Heng Tao Shen:
SI-BiViT: Binarizing Vision Transformers with Spatial Interaction. ACM Multimedia 2024: 8169-8178
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Zixian Gao, Disen Hu, Xun Jiang, Huimin Lu, Heng Tao Shen, Xing Xu:
Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis. ACM Multimedia 2024: 9650-9659
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Kai Wang, Jiayang Liu, Xing Xu, Jingkuan Song, Xin Liu, Heng Tao Shen:
Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts. SIGIR 2024: 197-207
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Yunqiang Pei, Bowen Jiang, Kaiyue Zhang, Ziyang Lu, Mingfeng Zha, Guoqing Wang, Zhitao Liu, Ning Xie, Yang Yang, Hengtao Shen:
Toward Optimized AR-Based Human-Robot Interaction Ergonomics: Modeling and Predicting Interaction Comfort. VR Workshops 2024: 797-798
[i119]
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  - journals/corr/abs-2402-11242
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Huafeng Liu, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua, Heng Tao Shen:
Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection. CoRR abs/2402.11242 (2024)
[i118]
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  - journals/corr/abs-2403-08350
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Cheng Chen, Junchen Zhu, Xu Luo, Hengtao Shen, Lianli Gao, Jingkuan Song:
CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model. CoRR abs/2403.08350 (2024)
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Meixuan Li, Tianyu Li, Guoqing Wang, Peng Wang, Yang Yang, Heng Tao Shen:
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning. CoRR abs/2403.10252 (2024)
[i116]
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  - journals/corr/abs-2405-15356
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Beitao Chen, Xinyu Lyu, Lianli Gao, Jingkuan Song, Heng Tao Shen:
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization. CoRR abs/2405.15356 (2024)
[i115]
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  - journals/corr/abs-2407-00499
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Zhiyuan Wang, Jinhao Duan, Lu Cheng, Yue Zhang, Qingni Wang, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. CoRR abs/2407.00499 (2024)
[i114]
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  - journals/corr/abs-2407-03106
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Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Xian-Sheng Hua, Heng Tao Shen:
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric. CoRR abs/2407.03106 (2024)
[i113]
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  - journals/corr/abs-2407-16142
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Renming Huang, Yunqiang Pei, Guoqing Wang, Yangming Zhang, Yang Yang, Peng Wang, Hengtao Shen:
Diffusion Models as Optimizers for Efficient Planning in Offline RL. CoRR abs/2407.16142 (2024)
[i112]
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  - journals/corr/abs-2408-00305
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Yi Bin, Junrong Liao, Yujuan Ding, Haoxuan Li, Yang Yang, See-Kiong Ng, Heng Tao Shen:
Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning. CoRR abs/2408.00305 (2024)
[i111]
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  - journals/corr/abs-2408-00491
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Yi Bin, Wenhao Shi, Yujuan Ding, Zhiqiang Hu, Zheng Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen:
GalleryGPT: Analyzing Paintings with Large Multimodal Models. CoRR abs/2408.00491 (2024)
[i110]
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  - journals/corr/abs-2408-06740
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Yujia Wu, Yiming Shi, Jiwei Wei, Chengwei Sun, Yuyang Zhou, Yang Yang, Heng Tao Shen:
DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion. CoRR abs/2408.06740 (2024)
[i109]
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  - journals/corr/abs-2409-00942
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Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej Cichocki, Heng Tao Shen:
VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. CoRR abs/2409.00942 (2024)
[i108]
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  - journals/corr/abs-2409-03996
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Renming Huang, Shaochong Liu, Yunqiang Pei, Peng Wang, Guoqing Wang, Yang Yang, Hengtao Shen:
Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance. CoRR abs/2409.03996 (2024)
[i107]
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  - journals/corr/abs-2409-05840
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Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li:
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. CoRR abs/2409.05840 (2024)
[i106]
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  - journals/corr/abs-2410-04960
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Xiaorui Sun, Jun Liu, Heng Tao Shen, Xiaofeng Zhu, Ping Hu:
On Efficient Variants of Segment Anything Model: A Survey. CoRR abs/2410.04960 (2024)
[i105]
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  - journals/corr/abs-2410-07658
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Xiao Cai, Pengpeng Zeng, Lianli Gao, Junchen Zhu, Jiaxin Zhang, Sitong Su, Heng Tao Shen, Jingkuan Song:
SeMv-3D: Towards Semantic and Mutil-view Consistency simultaneously for General Text-to-3D Generation with Triplane Priors. CoRR abs/2410.07658 (2024)
[i104]
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  - journals/corr/abs-2410-22952
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Wei Dong, Yuan Sun, Yiting Yang, Xing Zhang, Zhijun Lin, Qingsen Yan, Haokui Zhang, Peng Wang, Yang Yang, Hengtao Shen:
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation. CoRR abs/2410.22952 (2024)
2023
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Xuemeng Song, Liqiang Nie, Hengtao Shen, Qi Tian, Hua Huang:
Preface to the Special Issue on Multimodal Learning Integrated with Pre-training Techniques. Int. J. Softw. Informatics 13(2): 139-142 (2023)
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Xing Xu, Jialiang Sun, Zuo Cao, Yin Zhang, Xiaofeng Zhu, Heng Tao Shen:
TFUN: Trilinear Fusion Network for Ternary Image-Text Retrieval. Inf. Fusion 91: 327-337 (2023)
[j223]
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Jie Xu, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
UNTIE: Clustering analysis with disentanglement in multi-view information fusion. Inf. Fusion 100: 101937 (2023)
[j222]
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  - journals/pami/ZhuGSLZLS23
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Junchen Zhu, Lianli Gao, Jingkuan Song, Yuan-Fang Li, Feng Zheng, Xuelong Li, Heng Tao Shen:
Label-Guided Generative Adversarial Network for Realistic Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3311-3328 (2023)
[j221]
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Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song:
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13921-13940 (2023)
[j220]
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Kumie Gedamu, Yanli Ji, Lingling Gao, Yang Yang, Heng Tao Shen:
Relation-mining self-attention network for skeleton-based human action recognition. Pattern Recognit. 139: 109455 (2023)
[j219]
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  - journals/tcsv/ZhaoLGRSS23
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Lei Zhao, Junlin Li, Lianli Gao, Yunbo Rao, Jingkuan Song, Heng Tao Shen:
Heterogeneous Knowledge Network for Visual Dialog. IEEE Trans. Circuits Syst. Video Technol. 33(2): 861-871 (2023)
[j218]
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Ziyang Wang, Yunhao Gou, Jingjing Li, Lei Zhu, Heng Tao Shen:
Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(3): 1019-1030 (2023)
[j217]
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Zhiqi Yu, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen:
Uneven Bi-Classifier Learning for Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3398-3408 (2023)
[j216]
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Hongzu Su, Jingjing Li, Ke Lu, Lei Zhu, Heng Tao Shen:
Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(8): 3774-3785 (2023)
[j215]
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Zhiqi Yu, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen:
Classification Certainty Maximization for Unsupervised Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 33(8): 4232-4243 (2023)
[j214]
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Jiwei Wei, Yang Yang, Xing Xu, Jingkuan Song, Guoqing Wang, Heng Tao Shen:
Less is Better: Exponential Loss for Cross-Modal Matching. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5271-5280 (2023)
[j213]
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Zheng Wang, Zhenwei Gao, Guoqing Wang, Yang Yang, Heng Tao Shen:
Visual Embedding Augmentation in Fourier Domain for Deep Metric Learning. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5538-5548 (2023)
[j212]
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Xuanhan Wang, Jingkuan Song, Xiaojia Chen, Lechao Cheng, Lianli Gao, Heng Tao Shen:
KE-RCNN: Unifying Knowledge-Based Reasoning Into Part-Level Attribute Parsing. IEEE Trans. Cybern. 53(11): 7263-7274 (2023)
[j211]
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Kangkai Wu, Jingjing Li, Lichao Meng, Fengling Li, Heng Tao Shen:
Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption. IEEE Trans. Instrum. Meas. 72: 1-11 (2023)
[j210]
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Jie Xu, Chao Li, Liang Peng, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Adaptive Feature Projection With Distribution Alignment for Deep Incomplete Multi-View Clustering. IEEE Trans. Image Process. 32: 1354-1366 (2023)
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Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen:
Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. 32: 2348-2359 (2023)
[j208]
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Xiaosu Zhu, Jingkuan Song, Lianli Gao, Xiaoyan Gu, Heng Tao Shen:
Revisiting Multi-Codebook Quantization. IEEE Trans. Image Process. 32: 2399-2412 (2023)
[j207]
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Wenxue Shen, Jingkuan Song, Xiaosu Zhu, Gongfu Li, Heng Tao Shen:
End-to-End Pre-Training With Hierarchical Matching and Momentum Contrast for Text-Video Retrieval. IEEE Trans. Image Process. 32: 5017-5030 (2023)
[j206]
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Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen:
Hierarchical Graph Pattern Understanding for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. 32: 5909-5920 (2023)
[j205]
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Ji Zhang, Lianli Gao, Bingguang Hao, Hao Huang, Jingkuan Song, Hengtao Shen:
From Global to Local: Multi-Scale Out-of-Distribution Detection. IEEE Trans. Image Process. 32: 6115-6128 (2023)
[j204]
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Kumie Gedamu, Yanli Ji, Yang Yang, Jie Shao, Heng Tao Shen:
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment. IEEE Trans. Image Process. 32: 6386-6400 (2023)
[j203]
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Jingkuan Song, Zhibin Zhang, Xiaosu Zhu, Qike Zhao, Meng Wang, Heng Tao Shen:
Spherical Centralized Quantization for Fast Image Retrieval. IEEE Trans. Image Process. 32: 6485-6499 (2023)
[j202]
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Yanli Ji, Yuhan Hu, Yang Yang, Heng Tao Shen:
Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition. IEEE Trans. Knowl. Data Eng. 35(4): 4190-4201 (2023)
[j201]
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Shiyuan He, Weiyang Wang, Zheng Wang, Xing Xu, Yang Yang, Xiaoming Wang, Heng Tao Shen:
Category Alignment Adversarial Learning for Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. 35(5): 4527-4538 (2023)
[j200]
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Zheng Zhang, Haoyang Luo, Lei Zhu, Guangming Lu, Heng Tao Shen:
Modality-Invariant Asymmetric Networks for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. 35(5): 5091-5104 (2023)
[j199]
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Lei Zhu, Xize Wu, Jingjing Li, Zheng Zhang, Weili Guan, Heng Tao Shen:
Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. 35(9): 8838-8851 (2023)
[j198]
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Xuanhan Wang, Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen:
AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences. IEEE Trans. Multim. 25: 979-992 (2023)
[j197]
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Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen:
Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device. IEEE Trans. Multim. 25: 1592-1599 (2023)
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Yalan Ye, Tongjie Pan, Tonghoujun Luo, Jingjing Li, Heng Tao Shen:
Learning MLatent Representations for Generalized Zero-Shot Learning. IEEE Trans. Multim. 25: 2252-2265 (2023)
[j195]
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Ziqiang Zheng, Yi Bin, Xiaoou Lv, Yang Wu, Yang Yang, Heng Tao Shen:
Asynchronous Generative Adversarial Network for Asymmetric Unpaired Image-to-Image Translation. IEEE Trans. Multim. 25: 2474-2487 (2023)
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Mengmeng Jing, Lichao Meng, Jingjing Li, Lei Zhu, Heng Tao Shen:
Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation. IEEE Trans. Multim. 25: 2559-2572 (2023)
[j193]
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Yanli Ji, Shuo Ma, Xing Xu, Xuelong Li, Heng Tao Shen:
Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation. IEEE Trans. Multim. 25: 5864-5876 (2023)
[j192]
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Yahui Xu, Yi Bin, Jiwei Wei, Yang Yang, Guoqing Wang, Heng Tao Shen:
Multi-Modal Transformer With Global-Local Alignment for Composed Query Image Retrieval. IEEE Trans. Multim. 25: 8346-8357 (2023)
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Zheng Wang, Xing Xu, Guoqing Wang, Yang Yang, Heng Tao Shen:
Quaternion Relation Embedding for Scene Graph Generation. IEEE Trans. Multim. 25: 8646-8656 (2023)
[j190]
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Xiang Guan, Yang Yang, Jingjing Li, Xiaofeng Zhu, Jingkuan Song, Heng Tao Shen:
On the Imaginary Wings: Text-Assisted Complex-Valued Fusion Network for Fine-Grained Visual Classification. IEEE Trans. Neural Networks Learn. Syst. 34(8): 5112-5121 (2023)
[j189]
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Jieyan Liu, Mengmeng Jing, Jingjing Li, Ke Lu, Heng Tao Shen:
Open Set Domain Adaptation via Joint Alignment and Category Separation. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6186-6199 (2023)
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Ziqiang Zheng, Yuanmeng Hu, Yi Bin, Xing Xu, Yang Yang, Heng Tao Shen:
Composition-Aware Image Steganography Through Adversarial Self-Generated Supervision. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9451-9465 (2023)
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Xinyue Zhang, Jingjing Li, Hongzu Su, Lei Zhu, Heng Tao Shen:
Multi-level Attention-based Domain Disentanglement for BCDR. ACM Trans. Inf. Syst. 41(4): 97:1-97:24 (2023)
[j186]
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Xin Man, Jie Shao, Feiyu Chen, Mingxing Zhang, Heng Tao Shen:
TEVL: Trilinear Encoder for Video-language Representation Learning. ACM Trans. Multim. Comput. Commun. Appl. 19(5s): 168:1-168:20 (2023)
[c232]
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Yujie Mo, Zongqian Wu, Yuhuan Chen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Multiplex Graph Representation Learning via Common and Private Information Mining. AAAI 2023: 9217-9225
[c231]
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Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li, Heng Tao Shen:
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. CVPR 2023: 1662-1671
[c230]
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Zheng Wang, Zhenwei Gao, Kangshuai Guo, Yang Yang, Xiaoming Wang, Heng Tao Shen:
Multilateral Semantic Relations Modeling for Image Text Retrieval. CVPR 2023: 2830-2839
[c229]
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Feiyu Chen, Jie Shao, Shuyuan Zhu, Heng Tao Shen:
Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation. CVPR 2023: 10761-10770
[c228]
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Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen:
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. EMNLP 2023: 3290-3301
[c227]
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  - conf/iccv/NiLGSS23
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Hao Ni, Yuke Li, Lianli Gao, Heng Tao Shen, Jingkuan Song:
Part-Aware Transformer for Generalizable Person Re-identification. ICCV 2023: 11246-11255
[c226]
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Yixuan Zhou, Yi Qu, Xing Xu, Hengtao Shen:
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition. ICCV 2023: 11311-11321
[c225]
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Ji Zhang, Lianli Gao, Xu Luo, Hengtao Shen, Jingkuan Song:
DETA: Denoised Task Adaptation for Few-Shot Learning. ICCV 2023: 11507-11517
[c224]
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Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen:
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. ICCV 2023: 19428-19437
[c223]
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Zetao Zheng, Jie Shao, Jia Zhu, Heng Tao Shen:
Relational Temporal Graph Convolutional Networks for Ranking-Based Stock Prediction. ICDE 2023: 123-136
[c222]
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Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Disentangled Multiplex Graph Representation Learning. ICML 2023: 24983-25005
[c221]
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Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen:
A Universal Unbiased Method for Classification from Aggregate Observations. ICML 2023: 36804-36820
[c220]
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Xuan Chen, Weiheng Fu, Tian Li, Xiaoshuang Shi, Hengtao Shen, Xiaofeng Zhu:
Co-assistant Networks for Label Correction. MICCAI (3) 2023: 159-168
[c219]
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Sophyani Banaamwini Yussif, Ning Xie, Yang Yang, Heng Tao Shen:
Self-Relational Graph Convolution Network for Skeleton-Based Action Recognition. ACM Multimedia 2023: 27-36
[c218]
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Jian Huang, Yanli Ji, Yang Yang, Heng Tao Shen:
Cross-modality Representation Interactive Learning for Multimodal Sentiment Analysis. ACM Multimedia 2023: 426-434
[c217]
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Haoxuan Li, Yi Bin, Junrong Liao, Yang Yang, Heng Tao Shen:
Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. ACM Multimedia 2023: 924-934
[c216]
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Zhiguo Chen, Xun Jiang, Xing Xu, Zuo Cao, Yijun Mo, Heng Tao Shen:
Joint Searching and Grounding: Multi-Granularity Video Content Retrieval. ACM Multimedia 2023: 975-983
[c215]
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Xun Jiang, Zailei Zhou, Xing Xu, Yang Yang, Guoqing Wang, Heng Tao Shen:
Faster Video Moment Retrieval with Point-Level Supervision. ACM Multimedia 2023: 1334-1342
[c214]
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Chen Cheng, Jingkuan Song, Xiaosu Zhu, Junchen Zhu, Lianli Gao, Hengtao Shen:
CUCL: Codebook for Unsupervised Continual Learning. ACM Multimedia 2023: 1729-1737
[c213]
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Yi Bin, Haoxuan Li, Yahui Xu, Xing Xu, Yang Yang, Heng Tao Shen:
Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. ACM Multimedia 2023: 3041-3050
[c212]
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Haonan Zhang, Lianli Gao, Pengpeng Zeng, Alan Hanjalic, Heng Tao Shen:
Depth-Aware Sparse Transformer for Video-Language Learning. ACM Multimedia 2023: 4778-4787
[c211]
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Shenshen Li, Xing Xu, Yang Yang, Fumin Shen, Yijun Mo, Yujie Li, Heng Tao Shen:
DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval. ACM Multimedia 2023: 6292-6300
[c210]
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Wenshuo Zhao, Jingkuan Song, Shengming Yuan, Lianli Gao, Yang Yang, Hengtao Shen:
Precise Target-Oriented Attack against Deep Hashing-based Retrieval. ACM Multimedia 2023: 6379-6389
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Yuke Li, Jingkuan Song, Hao Ni, Heng Tao Shen:
Style-Controllable Generalized Person Re-identification. ACM Multimedia 2023: 7912-7921
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Zeyu Ma, Ziqiang Zheng, Jiwei Wei, Xiaoyong Wei, Yang Yang, Heng Tao Shen:
Open-Scenario Domain Adaptive Object Detection in Autonomous Driving. ACM Multimedia 2023: 8453-8462
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Hao Li, Jingkuan Song, Lianli Gao, Xiaosu Zhu, Hengtao Shen:
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval. NeurIPS 2023
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Jie Xu, Shuo Chen, Yazhou Ren, Xiaoshuang Shi, Hengtao Shen, Gang Niu, Xiaofeng Zhu:
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration. NeurIPS 2023
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Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen:
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. SIGIR 2023: 569-579
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  - conf/vr/PeiHWYXS23
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Yunqiang Pei, Renming Huang, Guoqing Wang, Yang Yang, Ning Xie, Heng Tao Shen:
Multimodal Apology: Using WebXR to Repair Trust with Virtual Companion. VR Workshops 2023: 727-728
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Zhiqi Yu, Jingjing Li, Zhekai Du, Lei Zhu, Heng Tao Shen:
A Comprehensive Survey on Source-free Domain Adaptation. CoRR abs/2302.11803 (2023)
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Jinghan Ru, Jun Tian, Zhekai Du, Chengwei Xiao, Jingjing Li, Heng Tao Shen:
Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment. CoRR abs/2303.04393 (2023)
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Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen:
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. CoRR abs/2303.05063 (2023)
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Ji Zhang, Lianli Gao, Xu Luo, Hengtao Shen, Jingkuan Song:
DETA: Denoised Task Adaptation for Few-Shot Learning. CoRR abs/2303.06315 (2023)
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  - journals/corr/abs-2303-11717
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Chaoning Zhang, Chenshuang Zhang, Sheng Zheng, Yu Qiao, Chenghao Li, Mengchun Zhang, Sumit Kumar Dam, Chu Myaet Thwal, Ye Lin Tun, Le Luang Huy, Dong Uk Kim, Sung-Ho Bae, Lik-Hang Lee, Yang Yang, Heng Tao Shen, In So Kweon, Choong Seon Hong:
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? CoRR abs/2303.11717 (2023)
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  - journals/corr/abs-2303-13186
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Ziyang Lu, Yunqiang Pei, Guoqing Wang, Yang Yang, Zheng Wang, Heng Tao Shen:
ScanERU: Interactive 3D Visual Grounding based on Embodied Reference Understanding. CoRR abs/2303.13186 (2023)
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Jie Xu, Gang Niu, Xiaolong Wang, Yazhou Ren, Lei Feng, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios. CoRR abs/2303.17245 (2023)
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  - journals/corr/abs-2304-01452
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Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen:
Attention Map Guided Transformer Pruning for Edge Device. CoRR abs/2304.01452 (2023)
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  - journals/corr/abs-2304-03910
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Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen:
Co-attention Propagation Network for Zero-Shot Video Object Segmentation. CoRR abs/2304.03910 (2023)
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Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li, Heng Tao Shen:
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. CoRR abs/2304.07039 (2023)
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Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen:
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. CoRR abs/2305.03453 (2023)
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Zhitao Liu, Zengyu Liu, Jiwei Wei, Guan Wang, Zhenjiang Du, Ning Xie, Heng Tao Shen:
Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal. CoRR abs/2305.04239 (2023)
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Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, Heng Tao Shen:
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. CoRR abs/2305.04556 (2023)
[i90]
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Xun Jiang, Zailei Zhou, Xing Xu, Yang Yang, Guoqing Wang, Heng Tao Shen:
Faster Video Moment Retrieval with Point-Level Supervision. CoRR abs/2305.14017 (2023)
[i89]
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  - journals/corr/abs-2305-17644
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Jin Sun, Xiaoshuang Shi, Zhiyuan Weng, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu:
Using Caterpillar to Nibble Small-Scale Images. CoRR abs/2305.17644 (2023)
[i88]
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Fei Kong, Jinhao Duan, Ruipeng Ma, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization. CoRR abs/2305.18355 (2023)
[i87]
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  - journals/corr/abs-2305-18798
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Yixuan Zhou, Peiyu Yang, Yi Qu, Xing Xu, Fumin Shen, Heng Tao Shen:
AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data. CoRR abs/2305.18798 (2023)
[i86]
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  - journals/corr/abs-2306-02623
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Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen:
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. CoRR abs/2306.02623 (2023)
[i85]
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  - journals/corr/abs-2306-11343
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Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen:
A Universal Unbiased Method for Classification from Aggregate Observations. CoRR abs/2306.11343 (2023)
[i84]
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  - journals/corr/abs-2307-07933
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Yin Tang, Tao Chen, Xiruo Jiang, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen:
Holistic Prototype Attention Network for Few-Shot VOS. CoRR abs/2307.07933 (2023)
[i83]
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Lu Zeng, Xuan Chen, Xiaoshuang Shi, Heng Tao Shen:
Feature Noise Boosts DNN Generalization under Label Noise. CoRR abs/2308.01609 (2023)
[i82]
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Hao Ni, Yuke Li, Heng Tao Shen, Jingkuan Song:
Part-Aware Transformer for Generalizable Person Re-identification. CoRR abs/2308.03322 (2023)
[i81]
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Yi Bin, Haoxuan Li, Yahui Xu, Xing Xu, Yang Yang, Heng Tao Shen:
Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. CoRR abs/2308.04343 (2023)
[i80]
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Haoxuan Li, Yi Bin, Junrong Liao, Yang Yang, Heng Tao Shen:
Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. CoRR abs/2308.04380 (2023)
[i79]
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  - journals/corr/abs-2308-07815
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Yixuan Zhou, Yi Qu, Xing Xu, Hengtao Shen:
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition. CoRR abs/2308.07815 (2023)
[i78]
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Ji Zhang, Lianli Gao, Bingguang Hao, Hao Huang, Jingkuan Song, Hengtao Shen:
From Global to Local: Multi-scale Out-of-distribution Detection. CoRR abs/2308.10239 (2023)
[i77]
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  - journals/corr/abs-2308-12218
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Xiaojia Chen, Xuanhan Wang, Lianli Gao, Beitao Chen, Jingkuan Song, Heng Tao Shen:
CIParsing: Unifying Causality Properties into Multiple Human Parsing. CoRR abs/2308.12218 (2023)
[i76]
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  - journals/corr/abs-2308-14263
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Lei Zhu, Tianshi Wang, Fengling Li, Jingjing Li, Zheng Zhang, Heng Tao Shen:
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. CoRR abs/2308.14263 (2023)
[i75]
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  - journals/corr/abs-2308-15300
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Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen:
MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection. CoRR abs/2308.15300 (2023)
[i74]
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Ji Zhang, Shihan Wu, Lianli Gao, Hengtao Shen, Jingkuan Song:
DePT: Decoupled Prompt Tuning. CoRR abs/2309.07439 (2023)
[i73]
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  - journals/corr/abs-2309-17093
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Hao Li, Jingkuan Song, Lianli Gao, Xiaosu Zhu, Heng Tao Shen:
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval. CoRR abs/2309.17093 (2023)
[i72]
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  - journals/corr/abs-2311-14097
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Fei Kong, Jinhao Duan, Lichao Sun, Hao Cheng, Renjing Xu, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
ACT: Adversarial Consistency Models. CoRR abs/2311.14097 (2023)
[i71]
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  - journals/corr/abs-2311-14909
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Heng Tao Shen, Cheng Chen, Peng Wang, Lianli Gao, Meng Wang, Jingkuan Song:
Continual Referring Expression Comprehension via Dual Modular Memorization. CoRR abs/2311.14909 (2023)
[i70]
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  - journals/corr/abs-2311-14911
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Chen Cheng, Jingkuan Song, Xiaosu Zhu, Junchen Zhu, Lianli Gao, Hengtao Shen:
CUCL: Codebook for Unsupervised Continual Learning. CoRR abs/2311.14911 (2023)
[i69]
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  - journals/corr/abs-2311-15367
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Yixuan Zhou, Yi Qu, Xing Xu, Fumin Shen, Jingkuan Song, Hengtao Shen:
BatchNorm-based Weakly Supervised Video Anomaly Detection. CoRR abs/2311.15367 (2023)
[i68]
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  - journals/corr/abs-2311-16635
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Sitong Su, Litao Guo, Lianli Gao, Hengtao Shen, Jingkuan Song:
MotionZero: Exploiting Motion Priors for Zero-shot Text-to-Video Generation. CoRR abs/2311.16635 (2023)
[i67]
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  - journals/corr/abs-2312-00840
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Cheng Chen, Jingkuan Song, Lianli Gao, Heng Tao Shen:
Towards Redundancy-Free Sub-networks in Continual Learning. CoRR abs/2312.00840 (2023)
[i66]
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  - journals/corr/abs-2312-07549
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Sitong Su, Litao Guo, Lianli Gao, Heng Tao Shen, Jingkuan Song:
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control. CoRR abs/2312.07549 (2023)
[i65]
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  - journals/corr/abs-2312-09525
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Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen:
Hierarchical Graph Pattern Understanding for Zero-Shot VOS. CoRR abs/2312.09525 (2023)
[i64]
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Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen:
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval. CoRR abs/2312.12478 (2023)
[i63]
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  - journals/corr/abs-2312-12826
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Yuhui Wu, Guoqing Wang, Zhiwen Wang, Yang Yang, Tianyu Li, Peng Wang, Chongyi Li, Heng Tao Shen:
ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement. CoRR abs/2312.12826 (2023)
2022
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Yifan Wang, Xing Xu, Wei Yu, Ruicong Xu, Zuo Cao, Heng Tao Shen:
Comprehensive Framework of Early and Late Fusion for Image-Sentence Retrieval. IEEE Multim. 29(3): 38-47 (2022)
[j184]
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Jiwei Wei, Haotian Sun, Yang Yang, Xing Xu, Jingjing Li, Heng Tao Shen:
Semantic guided knowledge graph for large-scale zero-shot learning. J. Vis. Commun. Image Represent. 88: 103629 (2022)
[j183]
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Liang Peng, Yang Yang, Zheng Wang, Zi Huang, Heng Tao Shen:
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 318-329 (2022)
[j182]
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Xing Xu, Kaiyi Lin, Yang Yang, Alan Hanjalic, Heng Tao Shen:
Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3030-3047 (2022)
[j181]
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Jiwei Wei, Yang Yang, Xing Xu, Xiaofeng Zhu, Heng Tao Shen:
Universal Weighting Metric Learning for Cross-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6534-6545 (2022)
[j180]
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Jingjing Li, Zhekai Du, Lei Zhu, Zhengming Ding, Ke Lu, Heng Tao Shen:
Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8196-8211 (2022)
[j179]
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Jipeng Zhang, Jie Shao, Rui Cao, Lianli Gao, Xing Xu, Heng Tao Shen:
Action-Centric Relation Transformer Network for Video Question Answering. IEEE Trans. Circuits Syst. Video Technol. 32(1): 63-74 (2022)
[j178]
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Yixuan He, Xing Xu, Jingran Zhang, Fumin Shen, Yang Yang, Heng Tao Shen:
Modeling Two-Stream Correspondence for Visual Sound Separation. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3291-3302 (2022)
[j177]
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Xiaoyang Tian, Jie Shao, Deqiang Ouyang, Heng Tao Shen:
UAV-Satellite View Synthesis for Cross-View Geo-Localization. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4804-4815 (2022)
[j176]
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Ji Zhang, Jingkuan Song, Lianli Gao, Ye Liu, Heng Tao Shen:
Progressive Meta-Learning With Curriculum. IEEE Trans. Circuits Syst. Video Technol. 32(9): 5916-5930 (2022)
[j175]
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Yifeng Zhou, Xing Xu, Fumin Shen, Xiaofeng Zhu, Heng Tao Shen:
Flow-Edge Guided Unsupervised Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8116-8127 (2022)
[j174]
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Xing Xu, Kaiyi Lin, Lianli Gao, Huimin Lu, Heng Tao Shen, Xuelong Li:
Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation. IEEE Trans. Cybern. 52(5): 3261-3275 (2022)
[j173]
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Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li:
Relation Regularized Scene Graph Generation. IEEE Trans. Cybern. 52(7): 5961-5972 (2022)
[j172]
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Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen:
Investigating the Bilateral Connections in Generative Zero-Shot Learning. IEEE Trans. Cybern. 52(8): 8167-8178 (2022)
[j171]
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Xinyao Li, Jingjing Li, Lin Zuo, Lei Zhu, Heng Tao Shen:
Domain Adaptive Remaining Useful Life Prediction With Transformer. IEEE Trans. Instrum. Meas. 71: 1-13 (2022)
[j170]
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Kangkai Wu, Jingjing Li, Lin Zuo, Ke Lu, Heng Tao Shen:
Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71: 1-11 (2022)
[j169]
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Lianli Gao, Yu Lei, Pengpeng Zeng, Jingkuan Song, Meng Wang, Heng Tao Shen:
Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering. IEEE Trans. Image Process. 31: 202-215 (2022)
[j168]
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Pengpeng Zeng, Haonan Zhang, Lianli Gao, Jingkuan Song, Heng Tao Shen:
Video Question Answering With Prior Knowledge and Object-Sensitive Learning. IEEE Trans. Image Process. 31: 5936-5948 (2022)
[j167]
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Heng Tao Shen, Cheng Chen, Peng Wang, Lianli Gao, Meng Wang, Jingkuan Song:
Continual Referring Expression Comprehension via Dual Modular Memorization. IEEE Trans. Image Process. 31: 6694-6706 (2022)
[j166]
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Liang Peng, Yang Yang, Xiaopeng Zhang, Yanli Ji, Huimin Lu, Heng Tao Shen:
Answer Again: Improving VQA With Cascaded-Answering Model. IEEE Trans. Knowl. Data Eng. 34(4): 1644-1655 (2022)
[j165]
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Jingjing Li, Mengmeng Jing, Hongzu Su, Ke Lu, Lei Zhu, Heng Tao Shen:
Faster Domain Adaptation Networks. IEEE Trans. Knowl. Data Eng. 34(12): 5770-5783 (2022)
[j164]
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Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Yang, Heng Tao Shen:
One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework. IEEE Trans. Multim. 24: 480-491 (2022)
[j163]
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Jingkuan Song, Jingqiu Zhang, Lianli Gao, Zhou Zhao, Heng Tao Shen:
AgeGAN++: Face Aging and Rejuvenation With Dual Conditional GANs. IEEE Trans. Multim. 24: 791-804 (2022)
[j162]
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Gongmian Wang, Xing Xu, Fumin Shen, Huimin Lu, Yanli Ji, Heng Tao Shen:
Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query. IEEE Trans. Multim. 24: 1221-1232 (2022)
[j161]
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Yalan Ye, Yukun He, Tongjie Pan, Jingjing Li, Heng Tao Shen:
Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning. IEEE Trans. Multim. 24: 1325-1337 (2022)
[j160]
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Lianli Gao, Zijie Huang, Jingkuan Song, Yang Yang, Heng Tao Shen:
Push & Pull: Transferable Adversarial Examples With Attentive Attack. IEEE Trans. Multim. 24: 2329-2338 (2022)
[j159]
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Lingling Gao, Yanli Ji, Kumie Gedamu, Xiaofeng Zhu, Xing Xu, Heng Tao Shen:
View-Invariant Human Action Recognition Via View Transformation Network (VTN). IEEE Trans. Multim. 24: 4493-4503 (2022)
[j158]
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Xiang Guan, Yang Yang, Jingjing Li, Xing Xu, Heng Tao Shen:
Mind the Remainder: Taylor's Theorem View on Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1507-1519 (2022)
[j157]
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Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen:
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. IEEE Trans. Neural Networks Learn. Syst. 33(7): 3050-3064 (2022)
[j156]
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Ao Ma, Jingjing Li, Ke Lu, Lei Zhu, Heng Tao Shen:
Adversarial Entropy Optimization for Unsupervised Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6263-6274 (2022)
[c203]
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Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval. AAAI 2022: 2370-2378
[c202]
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Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen:
Semi-supervised Video Paragraph Grounding with Contrastive Encoder. CVPR 2022: 2456-2465
[c201]
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Hao Ni, Jingkuan Song, Xiaopeng Luo, Feng Zheng, Wen Li, Heng Tao Shen:
Meta Distribution Alignment for Generalizable Person Re-Identification. CVPR 2022: 2477-2486
[c200]
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Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen:
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. CVPR 2022: 17591-17600
[c199]
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Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song:
Fine-Grained Predicates Learning for Scene Graph Generation. CVPR 2022: 19445-19453
[c198]
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  - conf/icmcs/ChenSZGS22
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Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
Support-Set Based Multi-Modal Representation Enhancement for Video Captioning. ICME 2022: 1-6
[c197]
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Siyuan Li, Xing Xu, Zailei Zhou, Yang Yang, Guoqing Wang, Heng Tao Shen:
ARRA: Absolute-Relative Ranking Attack against Image Retrieval. ACM Multimedia 2022: 610-618
[c196]
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Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jingkuan Song, Fumin Shen, Huimin Lu, Heng Tao Shen:
DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing. ACM Multimedia 2022: 719-727
[c195]
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Zeyu Ma, Yang Yang, Guoqing Wang, Xing Xu, Heng Tao Shen, Mingxing Zhang:
Rethinking Open-World Object Detection in Autonomous Driving Scenarios. ACM Multimedia 2022: 1279-1288
[c194]
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Yalan Ye, Ziqi Liu, Yangwuyong Zhang, Jingjing Li, Hengtao Shen:
Alleviating Style Sensitivity then Adapting: Source-free Domain Adaptation for Medical Image Segmentation. ACM Multimedia 2022: 1935-1944
[c193]
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Ji Zhang, Jingkuan Song, Lianli Gao, Hengtao Shen:
Free-Lunch for Cross-Domain Few-Shot Learning: Style-Aware Episodic Training with Robust Contrastive Learning. ACM Multimedia 2022: 2586-2594
[c192]
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Yi Bin, Wenhao Shi, Jipeng Zhang, Yujuan Ding, Yang Yang, Heng Tao Shen:
Non-Autoregressive Cross-Modal Coherence Modelling. ACM Multimedia 2022: 3253-3261
[c191]
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Zheng Wang, Zhenwei Gao, Xing Xu, Yadan Luo, Yang Yang, Heng Tao Shen:
Point to Rectangle Matching for Image Text Retrieval. ACM Multimedia 2022: 4977-4986
[c190]
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Lingling Gao, Yanli Ji, Yang Yang, Heng Tao Shen:
Global-Local Cross-View Fisher Discrimination for View-Invariant Action Recognition. ACM Multimedia 2022: 5255-5264
[c189]
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Xiaosu Zhu, Jingkuan Song, Yu Lei, Lianli Gao, Hengtao Shen:
A Lower Bound of Hash Codes' Performance. NeurIPS 2022
[c188]
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  - conf/sigir/TianXWCCS22
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Jialin Tian, Xing Xu, Kai Wang, Zuo Cao, Xunliang Cai, Heng Tao Shen:
Structure-Aware Semantic-Aligned Network for Universal Cross-Domain Retrieval. SIGIR 2022: 278-289
[c187]
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Jialin Tian, Kai Wang, Xing Xu, Zuo Cao, Fumin Shen, Heng Tao Shen:
Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval. SIGIR 2022: 960-969
[i62]
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  - journals/corr/abs-2202-10824
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Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen:
One-shot Scene Graph Generation. CoRR abs/2202.10824 (2022)
[i61]
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  - journals/corr/abs-2202-10826
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Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li:
Relation Regularized Scene Graph Generation. CoRR abs/2202.10826 (2022)
[i60]
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  - journals/corr/abs-2203-04607
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Qilong Zhang, Chaoning Zhang, Chaoqun Li, Jingkuan Song, Lianli Gao, Heng Tao Shen:
Practical No-box Adversarial Attacks with Training-free Hybrid Image Transformation. CoRR abs/2203.04607 (2022)
[i59]
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  - journals/corr/abs-2203-10897
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Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen:
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. CoRR abs/2203.10897 (2022)
[i58]
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  - journals/corr/abs-2204-02597
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Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song:
Fine-Grained Predicates Learning for Scene Graph Generation. CoRR abs/2204.02597 (2022)
[i57]
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  - journals/corr/abs-2205-09307
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Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
Support-set based Multi-modal Representation Enhancement for Video Captioning. CoRR abs/2205.09307 (2022)
[i56]
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  - journals/corr/abs-2205-11823
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Yifeng Zhou, Xing Xu, Shuaicheng Liu, Guoqing Wang, Huimin Lu, Heng Tao Shen:
Thunder: Thumbnail based Fast Lightweight Image Denoising Network. CoRR abs/2205.11823 (2022)
[i55]
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  - journals/corr/abs-2206-01017
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Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen:
Structured Two-stream Attention Network for Video Question Answering. CoRR abs/2206.01017 (2022)
[i54]
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Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. CoRR abs/2206.01923 (2022)
[i53]
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Xuanhan Wang, Jingkuan Song, Xiaojia Chen, Lechao Cheng, Lianli Gao, Heng Tao Shen:
KE-RCNN: Unifying Knowledge based Reasoning into Part-level Attribute Parsing. CoRR abs/2206.10146 (2022)
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Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song:
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. CoRR abs/2207.04602 (2022)
[i51]
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Chaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El-Saddik, Heng Tao Shen:
Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation. CoRR abs/2207.07913 (2022)
[i50]
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  - journals/corr/abs-2210-05899
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Xiaosu Zhu, Jingkuan Song, Yu Lei, Lianli Gao, Heng Tao Shen:
A Lower Bound of Hash Codes' Performance. CoRR abs/2210.05899 (2022)
[i49]
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  - journals/corr/abs-2211-09469
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Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen:
Visual Commonsense-aware Representation Network for Video Captioning. CoRR abs/2211.09469 (2022)
[i48]
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Jiwei Wei, Yang Yang, Zeyu Ma, Jingjing Li, Xing Xu, Heng Tao Shen:
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning. CoRR abs/2212.13151 (2022)
2021
[j155]
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Heng Tao Shen, Xiaofeng Zhu, Zheng Zhang, Shui-Hua Wang, Yi Chen, Xing Xu, Jie Shao:
Heterogeneous data fusion for predicting mild cognitive impairment conversion. Inf. Fusion 66: 54-63 (2021)
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Xiaofeng Zhu, Hongming Li, Heng Tao Shen, Zheng Zhang, Yanli Ji, Yong Fan:
Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks. Inf. Fusion 75: 131-139 (2021)
[j153]
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Yujie Li, Xing Xu, Jinhui Xiao, Siyuan Li, Heng Tao Shen:
Adaptive Square Attack: Fooling Autonomous Cars With Adversarial Traffic Signs. IEEE Internet Things J. 8(8): 6337-6347 (2021)
[j152]
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Yalan Ye, Ziwei Huang, Tongjie Pan, Jingjing Li, Heng Tao Shen:
Reducing bias to source samples for unsupervised domain adaptation. Neural Networks 141: 61-71 (2021)
[j151]
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Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Heng Tao Shen:
Maximum Density Divergence for Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3918-3930 (2021)
[j150]
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Lianli Gao, Daiyuan Chen, Zhou Zhao, Jie Shao, Heng Tao Shen:
Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis. Pattern Recognit. 110: 107384 (2021)
[j149]
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Yanli Ji, Yang Yang, Heng Tao Shen, Tatsuya Harada:
View-invariant action recognition via Unsupervised AttentioN Transfer (UANT). Pattern Recognit. 113: 107807 (2021)
[j148]
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Kumie Gedamu, Yanli Ji, Yang Yang, Lingling Gao, Heng Tao Shen:
Arbitrary-view human action recognition via novel-view action generation. Pattern Recognit. 118: 108043 (2021)
[j147]
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Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset. IEEE Trans. Circuits Syst. Video Technol. 31(1): 289-300 (2021)
[j146]
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Dongyang Zhang, Jie Shao, Zhenwen Liang, Xueliang Liu, Heng Tao Shen:
Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy. IEEE Trans. Circuits Syst. Video Technol. 31(10): 3954-3966 (2021)
[j145]
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Mengmeng Jing, Jidong Zhao, Jingjing Li, Lei Zhu, Yang Yang, Heng Tao Shen:
Adaptive Component Embedding for Domain Adaptation. IEEE Trans. Cybern. 51(7): 3390-3403 (2021)
[j144]
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Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen:
Adversarial Energy Disaggregation. Trans. Data Sci. 2(4): 27:1-27:16 (2021)
[j143]
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Huimin Lu, Ming Zhang, Xing Xu, Yujie Li, Heng Tao Shen:
Deep Fuzzy Hashing Network for Efficient Image Retrieval. IEEE Trans. Fuzzy Syst. 29(1): 166-176 (2021)
[j142]
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Dongyang Zhang, Jie Shao, Xinyao Li, Heng Tao Shen:
Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network. IEEE Trans. Geosci. Remote. Sens. 59(6): 5183-5196 (2021)
[j141]
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Xing Xu, Jingran Zhang, Yujie Li, Yichuan Wang, Yang Yang, Heng Tao Shen:
Adversarial Attack Against Urban Scene Segmentation for Autonomous Vehicles. IEEE Trans. Ind. Informatics 17(6): 4117-4126 (2021)
[j140]
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  - journals/tip/ZhaoTLSSM21
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Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao:
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification. IEEE Trans. Image Process. 30: 7776-7789 (2021)
[j139]
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Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen:
On Both Cold-Start and Long-Tail Recommendation with Social Data. IEEE Trans. Knowl. Data Eng. 33(1): 194-208 (2021)
[j138]
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Heng Tao Shen, Luchen Liu, Yang Yang, Xing Xu, Zi Huang, Fumin Shen, Richang Hong:
Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. 33(10): 3351-3365 (2021)
[j137]
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Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang, Heng Tao Shen:
Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction. IEEE Trans. Multim. 23: 1274-1286 (2021)
[j136]
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Dongyang Zhang, Jie Shao, Zhenwen Liang, Lianli Gao, Heng Tao Shen:
Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks. IEEE Trans. Multim. 23: 2172-2184 (2021)
[j135]
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Feiyu Chen, Jie Shao, Yonghui Zhang, Xing Xu, Heng Tao Shen:
Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond. IEEE Trans. Multim. 23: 3073-3084 (2021)
[j134]
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Xing Xu, Tan Wang, Yang Yang, Alan Hanjalic, Heng Tao Shen:
Radial Graph Convolutional Network for Visual Question Generation. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1654-1667 (2021)
[j133]
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Heng Tao Shen, Yonghua Zhu, Wei Zheng, Xiaofeng Zhu:
Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data. IEEE Trans. Neural Networks Learn. Syst. 32(7): 3122-3135 (2021)
[j132]
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Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu:
Inductive Structure Consistent Hashing via Flexible Semantic Calibration. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4514-4528 (2021)
[j131]
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Xing Xu, Jialin Tian, Kaiyi Lin, Huimin Lu, Jie Shao, Heng Tao Shen:
Zero-shot Cross-modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 3:1-3:17 (2021)
[j130]
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Xing Xu, Yifan Wang, Yixuan He, Yang Yang, Alan Hanjalic, Heng Tao Shen:
Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 127:1-127:23 (2021)
[c186]
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  - conf/aaai/DaiWGSS21
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Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen:
RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation. AAAI 2021: 1193-1200
[c185]
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Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen:
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning. AAAI 2021: 3351-3359
[c184]
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  - conf/cvpr/Zhang0CJ00S21
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Mingxing Zhang, Yang Yang, Xinghan Chen, Yanli Ji, Xing Xu, Jingjing Li, Heng Tao Shen:
Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos. CVPR 2021: 12669-12678
[c183]
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  - conf/iccv/SunYWZSW0S21
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Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen:
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. ICCV 2021: 10582-10591
[c182]
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Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song:
From General to Specific: Informative Scene Graph Generation via Balance Adjustment. ICCV 2021: 16363-16372
[c181]
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  - conf/icmcs/Wang0YXCS21
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Yifan Wang, Xing Xu, Wei Yu, Ruicong Xu, Zuo Cao, Heng Tao Shen:
Combine Early and Late Fusion Together: A Hybrid Fusion Framework for Image-Text Matching. ICME 2021: 1-6
[c180]
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Ni Wang, Zheng Wang, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Attention-Based Relation Reasoning Network for Video-Text Retrieval. ICME 2021: 1-6
[c179]
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Lei Zhao, Lianli Gao, Yuyu Guo, Jingkuan Song, Heng Tao Shen:
SKANet: Structured Knowledge-Aware Network for Visual Dialog. ICME 2021: 1-6
[c178]
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Yiran Zhu, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen, Huimin Lu:
Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition. ICME 2021: 1-6
[c177]
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Yiran Zhu, Xing Xu, Fumin Shen, Yanli Ji, Lianli Gao, Heng Tao Shen:
PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation. IJCAI 2021: 1359-1365
[c176]
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  - conf/mir/RenXSW0S21
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Yifan Ren, Xing Xu, Fumin Shen, Zheng Wang, Yang Yang, Heng Tao Shen:
Multi-scale Dynamic Network for Temporal Action Detection. ICMR 2021: 267-275
[c175]
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  - conf/mm/ZhaoFZD0SS21
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Cairong Zhao, Shuyang Feng, Brian Nlong Zhao, Zhijun Ding, Jun Wu, Fumin Shen, Heng Tao Shen:
Scene Text Image Super-Resolution via Parallelly Contextual Attention Network. ACM Multimedia 2021: 2908-2917
[c174]
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  - conf/sigir/Li0YSCZS21
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Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen:
Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval. SIGIR 2021: 244-254
[e11]
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Heng Tao Shen, Yueting Zhuang, John R. Smith, Yang Yang, Pablo César, Florian Metze, Balakrishnan Prabhakaran:
MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021. ACM 2021, ISBN 978-1-4503-8651-7 [contents]
[i47]
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Lianli Gao, Qilong Zhang, Xiaosu Zhu, Jingkuan Song, Heng Tao Shen:
Staircase Sign Method for Boosting Adversarial Attacks. CoRR abs/2104.09722 (2021)
[i46]
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  - journals/corr/abs-2108-01998
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Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen:
Adversarial Energy Disaggregation for Non-intrusive Load Monitoring. CoRR abs/2108.01998 (2021)
[i45]
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  - journals/corr/abs-2108-02399
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Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen:
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. CoRR abs/2108.02399 (2021)
[i44]
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  - journals/corr/abs-2108-13129
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Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song:
From General to Specific: Informative Scene Graph Generation via Balance Adjustment. CoRR abs/2108.13129 (2021)
2020
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Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen:
Unified Binary Generative Adversarial Network for Image Retrieval and Compression. Int. J. Comput. Vis. 128(8): 2243-2264 (2020)
[j128]
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Yuanbo Ma, Xing Xu, Fumin Shen, Heng Tao Shen:
Similarity preserving feature generating networks for zero-shot learning. Neurocomputing 406: 333-342 (2020)
[j127]
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Deqiang Ouyang, Jie Shao, Haijun Jiang, Sing Kiong Nguang, Heng Tao Shen:
Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption. Neural Networks 128: 158-171 (2020)
[j126]
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Lianli Gao, Xiangpeng Li, Jingkuan Song, Heng Tao Shen:
Hierarchical LSTMs with Adaptive Attention for Visual Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1112-1131 (2020)
[j125]
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Dongxiang Zhang, Lei Wang, Luming Zhang, Bing Tian Dai, Heng Tao Shen:
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2287-2305 (2020)
[j124]
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Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao:
Deep quantization generative networks. Pattern Recognit. 105: 107338 (2020)
[j123]
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Lianli Gao, Tao Li, Jingkuan Song, Zhou Zhao, Heng Tao Shen:
Play and rewind: Context-aware video temporal action proposals. Pattern Recognit. 107: 107477 (2020)
[j122]
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Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
A Survey of Human Action Analysis in HRI Applications. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2114-2128 (2020)
[j121]
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Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang, Heng Tao Shen:
Graph Convolutional Network Hashing. IEEE Trans. Cybern. 50(4): 1460-1472 (2020)
[j120]
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Xing Xu, Huimin Lu, Jingkuan Song, Yang Yang, Heng Tao Shen, Xuelong Li:
Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval. IEEE Trans. Cybern. 50(6): 2400-2413 (2020)
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Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
Bidirectional Discrete Matrix Factorization Hashing for Image Search. IEEE Trans. Cybern. 50(9): 4157-4168 (2020)
[j118]
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Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fumin Shen, Heng Tao Shen:
A Context Knowledge Map Guided Coarse-to-Fine Action Recognition. IEEE Trans. Image Process. 29: 2742-2752 (2020)
[j117]
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Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Temporal Reasoning Graph for Activity Recognition. IEEE Trans. Image Process. 29: 5491-5506 (2020)
[j116]
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Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen:
Towards Automatic Construction of Diverse, High-Quality Image Datasets. IEEE Trans. Knowl. Data Eng. 32(6): 1199-1211 (2020)
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Xu Lu, Lei Zhu, Jingjing Li, Huaxiang Zhang, Heng Tao Shen:
Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search. IEEE Trans. Multim. 22(8): 2048-2060 (2020)
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Yazhou Yao, Fumin Shen, Guo-Sen Xie, Li Liu, Fan Zhu, Jian Zhang, Heng Tao Shen:
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2348-2360 (2020)
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Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen, Heng Tao Shen:
Cross-Modal Attention With Semantic Consistence for Image-Text Matching. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5412-5425 (2020)
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Dongyang Zhang, Jie Shao, Heng Tao Shen:
Kernel Attention Network for Single Image Super-Resolution. ACM Trans. Multim. Comput. Commun. Appl. 16(3): 90:1-90:15 (2020)
[c173]
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Kaiyi Lin, Xing Xu, Lianli Gao, Zheng Wang, Heng Tao Shen:
Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval. AAAI 2020: 11515-11522
[c172]
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Teng Long, Pascal Mettes, Heng Tao Shen, Cees G. M. Snoek:
Searching for Actions on the Hyperbole. CVPR 2020: 1138-1147
[c171]
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Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen:
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images. CVPR 2020: 12301-12311
[c170]
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Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen:
Universal Weighting Metric Learning for Cross-Modal Matching. CVPR 2020: 13002-13011
[c169]
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Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen:
Patch-Wise Attack for Fooling Deep Neural Network. ECCV (28) 2020: 307-322
[c168]
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Jiawen Zhu, Xing Xu, Fumin Shen, Roy Ka-Wei Lee, Zheng Wang, Heng Tao Shen:
Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval. ICME 2020: 1-6
[c167]
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Jiangbo Ai, Yang Yang, Xing Xu, Jie Zhou, Heng Tao Shen:
CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning. ICPR Workshops (6) 2020: 353-365
[c166]
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Lianli Gao, Zhilong Zhou, Heng Tao Shen, Jingkuan Song:
Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection. IJCAI 2020: 594-600
[c165]
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Yifeng Zhou, Xing Xu, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen:
Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency. ACM Multimedia 2020: 475-483
[c164]
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Xing Xu, Jiefu Chen, Jinhui Xiao, Zheng Wang, Yang Yang, Heng Tao Shen:
Learning Optimization-based Adversarial Perturbations for Attacking Sequential Recognition Models. ACM Multimedia 2020: 2802-2822
[c163]
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Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen:
One-shot Scene Graph Generation. ACM Multimedia 2020: 3090-3098
[c162]
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Lianli Gao, Junchen Zhu, Jingkuan Song, Feng Zheng, Heng Tao Shen:
Lab2Pix: Label-Adaptive Generative Adversarial Network for Unsupervised Image Synthesis. ACM Multimedia 2020: 3734-3742
[c161]
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Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen:
KTN: Knowledge Transfer Network for Multi-person DensePose Estimation. ACM Multimedia 2020: 3780-3788
[c160]
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Lianli Gao, Jingqiu Zhang, Jingkuan Song, Heng Tao Shen:
EvoGAN: an evolutionary GAN for face aging and rejuvenation. MMAsia 2020: 13:1-13:7
[c159]
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Yangchao Wang, Shiyuan He, Xing Xu, Yang Yang, Jingjing Li, Heng Tao Shen:
Self-supervised adversarial learning for cross-modal retrieval. MMAsia 2020: 16:1-16:7
[c158]
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Jiwei Wei, Yang Yang, Xing Xu, Yanli Ji, Xiaofeng Zhu, Heng Tao Shen:
Graph-based variational auto-encoder for generalized zero-shot learning. MMAsia 2020: 30:1-30:7
[c157]
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  - conf/siggrapha/Lu0S20
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Yifan Lu, Ning Xie, Heng Tao Shen:
DMCR-GAN: Adversarial Denoising for Monte Carlo Renderings with Residual Attention Networks and Hierarchical Features Modulation of Auxiliary Buffers. SIGGRAPH Asia Technical Communications 2020: 5:1-5:4
[c156]
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Jingkuan Song, Ruimin Lang, Xiaosu Zhu, Xing Xu, Lianli Gao, Heng Tao Shen:
3D Self-Attention for Unsupervised Video Quantization. SIGIR 2020: 1061-1070
[c155]
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Xing Xu, Kaiyi Lin, Huimin Lu, Lianli Gao, Heng Tao Shen:
Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval. SIGIR 2020: 1419-1428
[c154]
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  - conf/vr/Liao0LLSJHS20
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Haodong Liao, Ning Xie, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang, Heng Tao Shen:
Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR. VR 2020: 473-482
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Gang Li, Heng Tao Shen, Ye Yuan, Xiaoyang Wang, Huawen Liu, Xiang Zhao:
Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12274, Springer 2020, ISBN 978-3-030-55129-2 [contents]
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Gang Li, Heng Tao Shen, Ye Yuan, Xiaoyang Wang, Huawen Liu, Xiang Zhao:
Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12275, Springer 2020, ISBN 978-3-030-55392-0 [contents]
[i43]
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  - journals/corr/abs-2004-12615
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Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Heng Tao Shen:
Maximum Density Divergence for Domain Adaptation. CoRR abs/2004.12615 (2020)
[i42]
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  - journals/corr/abs-2005-02153
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Yunlian Lv, Ning Xie, Yimin Shi, Zijiao Wang, Heng Tao Shen:
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships. CoRR abs/2005.02153 (2020)
[i41]
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  - journals/corr/abs-2007-06765
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Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen:
Patch-wise Attack for Fooling Deep Neural Network. CoRR abs/2007.06765 (2020)
[i40]
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  - journals/corr/abs-2010-03403
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Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen:
Universal Weighting Metric Learning for Cross-Modal Matching. CoRR abs/2010.03403 (2020)
[i39]
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Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen:
Dual ResGCN for Balanced Scene GraphGeneration. CoRR abs/2011.04234 (2020)
[i38]
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  - journals/corr/abs-2012-15503
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Lianli Gao, Qilong Zhang, Jingkuan Song, Heng Tao Shen:
Patch-wise++ Perturbation for Adversarial Targeted Attacks. CoRR abs/2012.15503 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
[j111]
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Ning Xie, Xu Li, Kang Li, Yang Yang, Heng Tao Shen:
Statistical Karyotype Analysis Using CNN and Geometric Optimization. IEEE Access 7: 179445-179453 (2019)
[j110]
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Dongxiang Zhang, Wei Wang, Bin Cui, Heng Tao Shen:
Special Issue of APWeb-WAIM 2019. Data Sci. Eng. 4(4): 291-292 (2019)
[j109]
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Yanli Ji, Yuhan Hu, Yang Yang, Fumin Shen, Heng Tao Shen:
Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network. Neurocomputing 333: 231-239 (2019)
[j108]
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Ning Xie, Tingting Zhao, Yang Yang, Heng Tao Shen:
Web-based SBLR method of multimedia tools for computer-aided drawing. Multim. Tools Appl. 78(1): 799-816 (2019)
[j107]
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Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao:
Binary Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 41(7): 1774-1782 (2019)
[j106]
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Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen:
Order-aware convolutional pooling for video based action recognition. Pattern Recognit. 91: 357-365 (2019)
[j105]
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  - journals/sigpro/XuZSGSL19
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Xing Xu, Xiang Zhou, Fumin Shen, Lianli Gao, Heng Tao Shen, Xuelong Li:
Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition. Signal Process. 164: 354-367 (2019)
[j104]
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  - journals/tcsv/ShaoHSLS19
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Jie Shao, Gang Hu, Jingkuan Song, Xueliang Liu, Heng Tao Shen:
Towards Accurate Georeferenced Video Search With Camera Field of View Modeling. IEEE Trans. Circuits Syst. Video Technol. 29(6): 1844-1855 (2019)
[j103]
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  - journals/tcyb/LiLH0S19
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Jingjing Li, Ke Lu, Zi Huang, Lei Zhu, Heng Tao Shen:
Transfer Independently Together: A Generalized Framework for Domain Adaptation. IEEE Trans. Cybern. 49(6): 2144-2155 (2019)
[j102]
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Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, Xuelong Li:
Describing Video With Attention-Based Bidirectional LSTM. IEEE Trans. Cybern. 49(7): 2631-2641 (2019)
[j101]
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Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Heng Tao Shen, Tat-Seng Chua:
More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining. IEEE Trans. Image Process. 28(1): 32-44 (2019)
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Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen:
Collective Reconstructive Embeddings for Cross-Modal Hashing. IEEE Trans. Image Process. 28(6): 2770-2784 (2019)
[j99]
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Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen:
Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings. IEEE Trans. Image Process. 28(7): 3662-3674 (2019)
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Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen:
Locality Preserving Joint Transfer for Domain Adaptation. IEEE Trans. Image Process. 28(12): 6103-6115 (2019)
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Yang Yang, Yaqian Duan, Xinze Wang, Zi Huang, Ning Xie, Heng Tao Shen:
Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information. IEEE Trans. Knowl. Data Eng. 31(4): 757-768 (2019)
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Jingjing Li, Ke Lu, Zi Huang, Lei Zhu, Heng Tao Shen:
Heterogeneous Domain Adaptation Through Progressive Alignment. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1381-1391 (2019)
[j95]
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Jingkuan Song, Yuyu Guo, Lianli Gao, Xuelong Li, Alan Hanjalic, Heng Tao Shen:
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning. IEEE Trans. Neural Networks Learn. Syst. 30(10): 3047-3058 (2019)
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Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Embedding and predicting the event at early stage. World Wide Web 22(3): 1055-1074 (2019)
[c153]
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Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen:
Structured Two-Stream Attention Network for Video Question Answering. AAAI 2019: 6391-6398
[c152]
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Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao Shen:
Template-Based Math Word Problem Solvers with Recursive Neural Networks. AAAI 2019: 7144-7151
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Yi Bin, Yang Yang, Chaofan Tao, Zi Huang, Jingjing Li, Heng Tao Shen:
MR-NET: Exploiting Mutual Relation for Visual Relationship Detection. AAAI 2019: 8110-8117
[c150]
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Lianli Gao, Daiyuan Chen, Jingkuan Song, Xing Xu, Dongxiang Zhang, Heng Tao Shen:
Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis. AAAI 2019: 8312-8319
[c149]
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Lianli Gao, Kaixuan Fan, Jingkuan Song, Xianglong Liu, Xing Xu, Heng Tao Shen:
Deliberate Attention Networks for Image Captioning. AAAI 2019: 8320-8327
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Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen:
Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition. CVPR 2019: 2740-2749
[c147]
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Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu:
Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables. CVPR 2019: 4135-4144
[c146]
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Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen:
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. IJCAI 2019: 723-729
[c145]
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Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen:
Deep Recurrent Quantization for Generating Sequential Binary Codes. IJCAI 2019: 912-918
[c144]
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Tan Wang, Xing Xu, Yang Yang, Alan Hanjalic, Heng Tao Shen, Jingkuan Song:
Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. ACM Multimedia 2019: 12-20
[c143]
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Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Wuyuan Xie, Heng Tao Shen:
Adaptive Multi-Path Aggregation for Human DensePose Estimation in the Wild. ACM Multimedia 2019: 356-364
[c142]
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Yanli Ji, Feixiang Xu, Yang Yang, Ning Xie, Heng Tao Shen, Tatsuya Harada:
Attention Transfer (ANT) Network for View-invariant Action Recognition. ACM Multimedia 2019: 574-582
[c141]
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Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Tao Shen:
Generative Reconstructive Hashing for Incomplete Video Analysis. ACM Multimedia 2019: 845-854
[c140]
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Xiangpeng Li, Lianli Gao, Xuanhan Wang, Wu Liu, Xing Xu, Heng Tao Shen, Jingkuan Song:
Learnable Aggregating Net with Diversity Learning for Video Question Answering. ACM Multimedia 2019: 1166-1174
[c139]
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Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Wenxin Tan, Fumin Shen, Heng Tao Shen:
Time-aware Session Embedding for Click-Through-Rate Prediction. ACM Multimedia 2019: 2617-2621
[c138]
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Jiwei Wei, Yang Yang, Jingjing Li, Lei Zhu, Lin Zuo, Heng Tao Shen:
Residual Graph Convolutional Networks for Zero-Shot Learning. MMAsia 2019: 9:1-9:6
[i37]
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  - journals/corr/abs-1904-10681
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Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition. CoRR abs/1904.10681 (2019)
[i36]
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Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen:
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. CoRR abs/1904.11207 (2019)
[i35]
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  - journals/corr/abs-1905-04016
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Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu:
Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables. CoRR abs/1905.04016 (2019)
[i34]
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  - journals/corr/abs-1905-04729
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Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Yang, Heng Tao Shen:
One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial Framework. CoRR abs/1905.04729 (2019)
[i33]
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  - journals/corr/abs-1906-06698
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Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen:
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. CoRR abs/1906.06698 (2019)
[i32]
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  - journals/corr/abs-1906-06699
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Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen:
Deep Recurrent Quantization for Generating Sequential Binary Codes. CoRR abs/1906.06699 (2019)
[i31]
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  - journals/corr/abs-1906-07441
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Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen:
Locality Preserving Joint Transfer for Domain Adaptation. CoRR abs/1906.07441 (2019)
[i30]
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  - journals/corr/abs-1908-04011
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Tan Wang, Xing Xu, Yang Yang, Alan Hanjalic, Heng Tao Shen, Jingkuan Song:
Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. CoRR abs/1908.04011 (2019)
[i29]
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  - journals/corr/abs-1908-09995
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Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Temporal Reasoning Graph for Activity Recognition. CoRR abs/1908.09995 (2019)
[i28]
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  - journals/corr/abs-1908-10059
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Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen:
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning. CoRR abs/1908.10059 (2019)
[i27]
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Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Cooperative Cross-Stream Network for Discriminative Action Representation. CoRR abs/1908.10136 (2019)
2018
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Xuanhan Wang, Lianli Gao, Jingkuan Song, Xiantong Zhen, Nicu Sebe, Heng Tao Shen:
Deep appearance and motion learning for egocentric activity recognition. Neurocomputing 275: 438-447 (2018)
[j92]
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Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
Learning binary codes with local and inner data structure. Neurocomputing 282: 32-41 (2018)
[j91]
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  - journals/jvcir/XieYSZ18
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Ning Xie, Yang Yang, Heng Tao Shen, Tingting Zhao:
Stroke-based stylization by learning sequential drawing examples. J. Vis. Commun. Image Represent. 51: 29-39 (2018)
[j90]
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Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen:
A Survey on Learning to Hash. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 769-790 (2018)
[j89]
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Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen:
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 3034-3044 (2018)
[j88]
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Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen:
Robust discrete code modeling for supervised hashing. Pattern Recognit. 75: 128-135 (2018)
[j87]
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Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen:
Trajectory Simplification: An Experimental Study and Quality Analysis. Proc. VLDB Endow. 11(9): 934-946 (2018)
[j86]
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Yanli Ji, Yang Yang, Xing Xu, Heng Tao Shen:
One-shot learning based pattern transition map for action early recognition. Signal Process. 143: 364-370 (2018)
[j85]
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  - journals/tci/GuoLZSZ18
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Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Heng Tao Shen, Bing Zeng:
View-Consistent MeshFlow for Stereoscopic Video Stabilization. IEEE Trans. Computational Imaging 4(4): 573-584 (2018)
[j84]
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Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen:
Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features. IEEE Trans. Hum. Mach. Syst. 48(3): 304-310 (2018)
[j83]
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Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
Hashing with Angular Reconstructive Embeddings. IEEE Trans. Image Process. 27(2): 545-555 (2018)
[j82]
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Yang Yang, Jie Zhou, Jiangbo Ai, Yi Bin, Alan Hanjalic, Heng Tao Shen, Yanli Ji:
Video Captioning by Adversarial LSTM. IEEE Trans. Image Process. 27(11): 5600-5611 (2018)
[j81]
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  - journals/tnn/ZhuHLXS18
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Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen:
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5264-5276 (2018)
[j80]
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Dongxiang Zhang, Yuchen Li, Xin Cao, Jie Shao, Heng Tao Shen:
Augmented keyword search on spatial entity databases. VLDB J. 27(2): 225-244 (2018)
[j79]
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  - journals/www/DaiSWZS18
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Yan Dai, Jie Shao, Chengbo Wei, Dongxiang Zhang, Heng Tao Shen:
Personalized semantic trajectory privacy preservation through trajectory reconstruction. World Wide Web 21(4): 875-914 (2018)
[c137]
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Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen:
Binary Generative Adversarial Networks for Image Retrieval. AAAI 2018: 394-401
[c136]
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Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen:
Deep Region Hashing for Generic Instance Search from Images. AAAI 2018: 402-409
[c135]
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Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen:
MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning. AAAI 2018: 5545-5552
[c134]
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Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool:
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. ECCV (2) 2018: 304-321
[c133]
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Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen:
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights. ECCV (2) 2018: 322-339
[c132]
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Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen:
Highly-Economized Multi-view Binary Compression for Scalable Image Clustering. ECCV (12) 2018: 731-748
[c131]
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Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen:
Continuous Proximity Detection via Predictive Safe Region Construction. ICDE 2018: 629-640
[c130]
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Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen:
A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. ICDE 2018: 713-724
[c129]
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Xuehui Wu, Jie Shao, Lianli Gao, Heng Tao Shen:
Unpaired Image-to-Image Translation from Shared Deep Space. ICIP 2018: 2127-2131
[c128]
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Yonghui Zhang, Jie Shao, Deqiang Ouyang, Heng Tao Shen:
Person Re-identification Using Two-Stage Convolutional Neural Network. ICPR 2018: 3341-3346
[c127]
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Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen:
Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints. IJCAI 2018: 719-725
[c126]
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Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen:
Dual Conditional GANs for Face Aging and Rejuvenation. IJCAI 2018: 899-905
[c125]
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Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. IJCAI 2018: 906-912
[c124]
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Bingqing Ke, Jie Shao, Zi Huang, Heng Tao Shen:
Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search. ICMR 2018: 231-239
[c123]
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Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen:
Visual Spatial Attention Network for Relationship Detection. ACM Multimedia 2018: 510-518
[c122]
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Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition. ACM Multimedia 2018: 1510-1518
[c121]
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Deqiang Ouyang, Jie Shao, Yonghui Zhang, Yang Yang, Heng Tao Shen:
Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework. ACM Multimedia 2018: 1562-1570
[c120]
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Lianli Gao, Pengpeng Zeng, Jingkuan Song, Xianglong Liu, Heng Tao Shen:
Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA. ACM Multimedia 2018: 1742-1750
[c119]
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Teng Long, Xing Xu, Youyou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen:
Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning. ACM Multimedia 2018: 1802-1810
[c118]
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Jingkuan Song, Zhilong Zhou, Lianli Gao, Xing Xu, Heng Tao Shen:
Cumulative Nets for Edge Detection. ACM Multimedia 2018: 1847-1855
[c117]
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Ning Xie, Xinrui Cai, Sipei Li, Yifan Lu, Mingyue Lou, Heng Tao Shen:
DT-Zheng: digital twin method for Zheng musical instrument. SIGGRAPH ASIA Posters 2018: 42:1-42:2
[c116]
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Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen:
GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder. SIGIR 2018: 981-984
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Heng Tao Shen:
Dimensionality Reduction. Encyclopedia of Database Systems (2nd ed.) 2018
[r8]
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Heng Tao Shen:
Multidimensional Scaling. Encyclopedia of Database Systems (2nd ed.) 2018
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Heng Tao Shen:
Near-Duplicate Retrieval. Encyclopedia of Database Systems (2nd ed.) 2018
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Heng Tao Shen:
Principal Component Analysis. Encyclopedia of Database Systems (2nd ed.) 2018
[r5]
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Heng Tao Shen:
Video Sequence Indexing. Encyclopedia of Database Systems (2nd ed.) 2018
[i26]
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  - journals/corr/abs-1808-07290
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Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen:
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. CoRR abs/1808.07290 (2018)
[i25]
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Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen:
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering. CoRR abs/1809.05992 (2018)
[i24]
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Jingkuan Song, Xiangpeng Li, Lianli Gao, Heng Tao Shen:
Hierarchical LSTMs with Adaptive Attention for Visual Captioning. CoRR abs/1812.11004 (2018)
2017
[j78]
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Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen:
Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures. Int. J. Comput. Vis. 123(2): 287-308 (2017)
[j77]
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Yang Yang, Richang Hong, Benoit Huet, Heng Tao Shen:
Editorial: Good practices in multimedia modeling. Neurocomputing 236: 1-4 (2017)
[j76]
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Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen:
Compositional Model Based Fisher Vector Coding for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 39(12): 2335-2348 (2017)
[j75]
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Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen:
Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition. IEEE Signal Process. Lett. 24(4): 510-514 (2017)
[j74]
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Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen:
Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 27(12): 2613-2622 (2017)
[j73]
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Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yunhao Yuan, Heng Tao Shen:
Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval. IEEE Trans. Cybern. 47(12): 4275-4288 (2017)
[j72]
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Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen:
Exploiting Depth From Single Monocular Images for Object Detection and Semantic Segmentation. IEEE Trans. Image Process. 26(2): 836-846 (2017)
[j71]
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Chao Li, Zi Huang, Yang Yang, Jiewei Cao, Xiaoshuai Sun, Heng Tao Shen:
Hierarchical Latent Concept Discovery for Video Event Detection. IEEE Trans. Image Process. 26(5): 2149-2162 (2017)
[j70]
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Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Xuelong Li:
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval. IEEE Trans. Image Process. 26(5): 2494-2507 (2017)
[j69]
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Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li:
Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge. IEEE Trans. Image Process. 26(10): 4871-4884 (2017)
[j68]
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Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou:
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis. IEEE Trans. Image Process. 26(10): 5057-5069 (2017)
[j67]
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Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen:
IF-Matching: Towards Accurate Map-Matching with Information Fusion. IEEE Trans. Knowl. Data Eng. 29(1): 114-127 (2017)
[j66]
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Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, Xuelong Li:
Discrete Nonnegative Spectral Clustering. IEEE Trans. Knowl. Data Eng. 29(9): 1834-1845 (2017)
[j65]
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Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen:
Asymmetric Binary Coding for Image Search. IEEE Trans. Multim. 19(9): 2022-2032 (2017)
[j64]
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Lianli Gao, Zhao Guo, Hanwang Zhang, Xing Xu, Heng Tao Shen:
Video Captioning With Attention-Based LSTM and Semantic Consistency. IEEE Trans. Multim. 19(9): 2045-2055 (2017)
[j63]
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Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, Heng Tao Shen:
Targeted Advertising in Public Transportation Systems with Quantitative Evaluation. ACM Trans. Inf. Syst. 35(3): 20:1-20:29 (2017)
[j62]
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Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua, Heng Tao Shen:
Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval. ACM Trans. Inf. Syst. 35(3): 27:1-27:24 (2017)
[j61]
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Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen:
Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications. ACM Trans. Inf. Syst. 35(3): 28:1-28:27 (2017)
[j60]
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Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen:
Distributed shortest path query processing on dynamic road networks. VLDB J. 26(3): 399-419 (2017)
[c115]
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  - conf/aaai/SunCLZS17
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Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen:
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity. AAAI 2017: 182-188
[c114]
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Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen:
An Integrated Model for Effective Saliency Prediction. AAAI 2017: 274-281
[c113]
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Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen:
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton. AAAI 2017: 1323-1330
[c112]
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  - conf/adc/HeYH0SSL17
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Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
Efficient Supervised Hashing via Exploring Local and Inner Data Structure. ADC 2017: 98-109
[c111]
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Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
A Deep Approach for Multi-modal User Attribute Modeling. ADC 2017: 217-230
[c110]
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Liangfu Cao, Lianli Gao, Jingkuan Song, Xing Xu, Heng Tao Shen:
Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering. ADC 2017: 248-260
[c109]
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Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Ning Xie, Heng Tao Shen:
Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database. ADC 2017: 261-272
[c108]
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  - conf/cikm/ChenSSHGS17
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Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen:
Movie Fill in the Blank with Adaptive Temporal Attention and Description Update. CIKM 2017: 1039-1048
[c107]
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Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song:
Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning. CVPR 2017: 2007-2016
[c106]
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Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen:
Multi-attention Network for One Shot Learning. CVPR 2017: 6212-6220
[c105]
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  - conf/edutainment/0003RYYS17
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Ning Xie, Mengyuan Ren, Wu Yang, Yang Yang, Heng Tao Shen:
WebPainter: Collaborative Stroke-Based Rendering Through HTML5 and WebGL. Edutainment 2017: 210-217
[c104]
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Heng Tao Shen, Chao Li, Jiewei Cao, Zi Huang, Lei Zhu:
Leveraging Weak Semantic Relevance for Complex Video Event Classification. ICCV 2017: 3667-3676
[c103]
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Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen:
IF-Matching: Towards Accurate Map-Matching with Information Fusion. ICDE 2017: 9-10
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Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen:
Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search. ICDE 2017: 91-94
[c101]
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Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen:
Asymmetric sparse hashing. ICME 2017: 127-132
[c100]
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Yahui Xu, Yang Yang, Fumin Shen, Xing Xu, Yuxuan Zhou, Heng Tao Shen:
Attribute hashing for zero-shot image retrieval. ICME 2017: 133-138
[c99]
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Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen, Heng Tao Shen:
Unsupervised cross-modal retrieval through adversarial learning. ICME 2017: 1153-1158
[c98]
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Jingkuan Song, Lianli Gao, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen:
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. IJCAI 2017: 2737-2743
[c97]
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Xiyao Fu, Yi Bin, Liang Peng, Jie Zhou, Yang Yang, Heng Tao Shen:
BMC@MediaEval 2017 Multimedia Satellite Task via Regression Random Forest. MediaEval 2017
[c96]
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Liang Peng, Yi Bin, Xiyao Fu, Jie Zhou, Yang Yang, Heng Tao Shen:
CFM@MediaEval 2017 Retrieving Diverse Social Images Task via Re-ranking and Hierarchical Clustering. MediaEval 2017
[c95]
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Jiewei Cao, Zi Huang, Heng Tao Shen:
Local Deep Descriptors in Bag-of-Words for Image Retrieval. ACM Multimedia (Thematic Workshops) 2017: 52-58
[c94]
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Bokun Wang, Yang Yang, Xing Xu, Alan Hanjalic, Heng Tao Shen:
Adversarial Cross-Modal Retrieval. ACM Multimedia 2017: 154-162
[c93]
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Lei Zhu, Zi Huang, Xiaojun Chang, Jingkuan Song, Heng Tao Shen:
Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search. ACM Multimedia 2017: 726-734
[c92]
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Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen:
Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation. ACM Multimedia 2017: 898-906
[c91]
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Huimin Wu, Jie Shao, Xing Xu, Fumin Shen, Heng Tao Shen:
A System for Spatiotemporal Anomaly Localization in Surveillance Videos. ACM Multimedia 2017: 1225-1226
[c90]
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Yi Bin, Yang Yang, Jie Zhou, Zi Huang, Heng Tao Shen:
Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning. ACM Multimedia 2017: 1345-1353
[c89]
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Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval. ACM Multimedia 2017: 1354-1362
[c88]
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Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen:
Deep Asymmetric Pairwise Hashing. ACM Multimedia 2017: 1522-1530
[c87]
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  - conf/siggraph/RenX0S17
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Mengyuan Ren, Ning Xie, Yang Yang, Heng Tao Shen:
Cosmetic-vis: sample-based 3D facial editor for cosmetic medical visualization. SIGGRAPH Posters 2017: 21:1-21:2
[c86]
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Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen:
Classification by Retrieval: Binarizing Data and Classifiers. SIGIR 2017: 595-604
[c85]
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Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen:
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. SIGIR 2017: 893-896
[c84]
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Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. SIGIR 2017: 997-1000
[c83]
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Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Tao Shen:
POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues. SIGIR 2017: 1001-1004
[i23]
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Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen:
Deep Region Hashing for Efficient Large-scale Instance Search from Images. CoRR abs/1701.07901 (2017)
[i22]
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Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen:
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. CoRR abs/1706.01231 (2017)
[i21]
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  - journals/corr/abs-1708-02478
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Jingkuan Song, Yuyu Guo, Lianli Gao, Xuelong Li, Alan Hanjalic, Heng Tao Shen:
From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. CoRR abs/1708.02478 (2017)
[i20]
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  - journals/corr/abs-1708-06495
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Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen:
Towards Automatic Construction of Diverse, High-quality Image Dataset. CoRR abs/1708.06495 (2017)
2016
[j59]
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Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen:
Robust regression based face recognition with fast outlier removal. Multim. Tools Appl. 75(20): 12535-12546 (2016)
[j58]
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Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen:
Face image classification by pooling raw features. Pattern Recognit. 54: 94-103 (2016)
[j57]
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Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen:
Robust Cross-view Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. 23(6): 893-897 (2016)
[j56]
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Hao Xiong, Tongliang Liu, Dacheng Tao, Heng Tao Shen:
Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing. IEEE Trans. Image Process. 25(8): 3626-3637 (2016)
[j55]
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Jingkuan Song, Lianli Gao, Feiping Nie, Heng Tao Shen, Yan Yan, Nicu Sebe:
Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation. IEEE Trans. Image Process. 25(11): 4999-5011 (2016)
[j54]
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Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen, Dacheng Tao:
A Fast Optimization Method for General Binary Code Learning. IEEE Trans. Image Process. 25(12): 5610-5621 (2016)
[j53]
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Litao Yu, Yang Yang, Zi Huang, Peng Wang, Jingkuan Song, Heng Tao Shen:
Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents. IEEE Trans. Image Process. 25(12): 5689-5701 (2016)
[j52]
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Jingkuan Song, Heng Tao Shen, Jianfeng Wang, Zi Huang, Nicu Sebe, Jingdong Wang:
A Distance-Computation-Free Search Scheme for Binary Code Databases. IEEE Trans. Multim. 18(3): 484-495 (2016)
[j51]
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Litao Yu, Zi Huang, Jiewei Cao, Heng Tao Shen:
Scalable Video Event Retrieval by Visual State Binary Embedding. IEEE Trans. Multim. 18(8): 1590-1603 (2016)
[c82]
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Lianli Gao, Jingkuan Song, Feiping Nie, Fuhao Zou, Nicu Sebe, Heng Tao Shen:
Graph-without-cut: An Ideal Graph Learning for Image Segmentation. AAAI 2016: 1188-1194
[c81]
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Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen:
What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution. CVPR 2016: 1573-1581
[c80]
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Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
A Unified Framework for Discrete Spectral Clustering. IJCAI 2016: 2273-2279
[c79]
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  - conf/mir/XuSYS16
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Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Discriminant Cross-modal Hashing. ICMR 2016: 305-308
[c78]
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Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song:
Cross-modal Retrieval with Label Completion. ACM Multimedia 2016: 302-306
[c77]
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Zhao Guo, Lianli Gao, Jingkuan Song, Xing Xu, Jie Shao, Heng Tao Shen:
Attention-based LSTM with Semantic Consistency for Videos Captioning. ACM Multimedia 2016: 357-361
[c76]
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Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen:
Bidirectional Long-Short Term Memory for Video Description. ACM Multimedia 2016: 436-440
[c75]
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Jiewei Cao, Zi Huang, Peng Wang, Chao Li, Xiaoshuai Sun, Heng Tao Shen:
Quartet-net Learning for Visual Instance Retrieval. ACM Multimedia 2016: 456-460
[c74]
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Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen:
Zero-Shot Hashing via Transferring Supervised Knowledge. ACM Multimedia 2016: 1286-1295
[e8]
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Eduard C. Dragut, Heng Tao Shen:
Proceedings of the SIGMOD 2016 PhD Symposium, San Francisco, California, USA, June 26, 2016. ACM 2016, ISBN 978-1-4503-4192-9 [contents]
[i19]
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Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen:
Compositional Model based Fisher Vector Coding for Image Classification. CoRR abs/1601.04143 (2016)
[i18]
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Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen:
Order-aware Convolutional Pooling for Video Based Action Recognition. CoRR abs/1602.00224 (2016)
[i17]
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Peng Wang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel, Heng Tao Shen:
Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution. CoRR abs/1602.04422 (2016)
[i16]
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Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen:
Structured Learning of Binary Codes with Column Generation. CoRR abs/1602.06654 (2016)
[i15]
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Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen:
Learning Binary Codes and Binary Weights for Efficient Classification. CoRR abs/1603.04116 (2016)
[i14]
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Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen:
A Survey on Learning to Hash. CoRR abs/1606.00185 (2016)
[i13]
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Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen:
Bidirectional Long-Short Term Memory for Video Description. CoRR abs/1606.04631 (2016)
[i12]
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Yang Yang, Weilun Chen, Yadan Luo, Fumin Shen, Jie Shao, Heng Tao Shen:
Zero-Shot Hashing via Transferring Supervised Knowledge. CoRR abs/1606.05032 (2016)
[i11]
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Jiewei Cao, Lingqiao Liu, Peng Wang, Zi Huang, Chunhua Shen, Heng Tao Shen:
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps. CoRR abs/1606.06811 (2016)
[i10]
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Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen:
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation. CoRR abs/1610.01706 (2016)
[i9]
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Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen:
Binary Subspace Coding for Query-by-Image Video Retrieval. CoRR abs/1612.01657 (2016)
[i8]
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Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen:
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering. CoRR abs/1612.04949 (2016)
2015
[j50]
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Litao Yu, Jie Shao, Xin-Shun Xu, Heng Tao Shen:
Max-margin adaptive model for complex video pattern recognition. Multim. Tools Appl. 74(2): 505-521 (2015)
[j49]
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Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li:
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing. IEEE Trans. Big Data 1(4): 162-171 (2015)
[j48]
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Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen:
Multitask Spectral Clustering by Exploring Intertask Correlation. IEEE Trans. Cybern. 45(5): 1069-1080 (2015)
[j47]
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Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen:
Hashing on Nonlinear Manifolds. IEEE Trans. Image Process. 24(6): 1839-1851 (2015)
[j46]
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Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, Shipeng Li:
Optimized Cartesian K-Means. IEEE Trans. Knowl. Data Eng. 27(1): 180-192 (2015)
[j45]
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Shuai Liao, Xirong Li, Heng Tao Shen, Yang Yang, Xiaoyong Du:
Tag Features for Geo-Aware Image Classification. IEEE Trans. Multim. 17(7): 1058-1067 (2015)
[c73]
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Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen:
Supervised Discrete Hashing. CVPR 2015: 37-45
[c72]
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Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe, Heng Tao Shen:
Optimal graph learning with partial tags and multiple features for image and video annotation. CVPR 2015: 4371-4379
[c71]
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Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen:
Learning Binary Codes for Maximum Inner Product Search. ICCV 2015: 4148-4156
[c70]
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Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu, Heng Tao Shen:
Zero-shot Image Categorization by Image Correlation Exploration. ICMR 2015: 487-490
[c69]
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Jiewei Cao, Zi Huang, Heng Tao Shen:
UQMG @ TRECVID 2015: Instance Search. TRECVID 2015
[c68]
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Huimin Wu, Jie Shao, Hongzhi Yin, Heng Tao Shen, Xiaofang Zhou:
Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation. WISE (2) 2015: 426-441
[e7]
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Xiaofang Zhou, Alan F. Smeaton, Qi Tian, Dick C. A. Bulterman, Heng Tao Shen, Ketan Mayer-Patel, Shuicheng Yan:
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015. ACM 2015, ISBN 978-1-4503-3459-4 [contents]
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Pablo Barceló, Heng Tao Shen:
Proceedings of the 2015 ACM SIGMOD PhD Symposium, Melbourne, VIC, Australia, May 31 - June 04, 2015. ACM 2015, ISBN 978-1-4503-3529-4 [contents]
[i7]
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Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen:
Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition. CoRR abs/1503.01224 (2015)
2014
[j44]
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Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li, Heng Tao Shen:
SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search. Proc. VLDB Endow. 7(9): 745-756 (2014)
[j43]
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Ying Zhang, Wenjie Zhang, Qianlu Lin, Xuemin Lin, Heng Tao Shen:
Effectively Indexing the Multidimensional Uncertain Objects. IEEE Trans. Knowl. Data Eng. 26(3): 608-622 (2014)
[j42]
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Jiajun Liu, Yi Yang, Zi Huang, Yang Yang, Heng Tao Shen:
On the Influence Propagation of Web Videos. IEEE Trans. Knowl. Data Eng. 26(8): 1961-1973 (2014)
[j41]
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Alberto Del Bimbo, K. Selçuk Candan, Yu-Gang Jiang, Jiebo Luo, Tao Mei, Nicu Sebe, Heng Tao Shen, Cees G. M. Snoek, Rong Yan:
Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval. IEEE Trans. Multim. 16(3): 586-587 (2014)
[c67]
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Jiewei Cao, Zi Huang, Yang Yang, Heng Tao Shen:
UQ-DKE's Participation at MediaEval 2014 Placing Task. MediaEval 2014
[c66]
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Jianfeng Wang, Heng Tao Shen, Shuicheng Yan, Nenghai Yu, Shipeng Li, Jingdong Wang:
Optimized Distances for Binary Code Ranking. ACM Multimedia 2014: 517-526
[c65]
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Peng Wang, Yang Yang, Zi Huang, Jiewei Cao, Heng Tao Shen:
WeMash: An Online System for Web Video Mashup. ACM Multimedia 2014: 753-754
[i6]
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Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, Shipeng Li:
Optimized Cartesian $K$-Means. CoRR abs/1405.4054 (2014)
[i5]
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Fumin Shen, Chunhua Shen, Heng Tao Shen:
Face Image Classification by Pooling Raw Features. CoRR abs/1406.6811 (2014)
[i4]
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Fumin Shen, Chunhua Shen, Heng Tao Shen:
Face Identification with Second-Order Pooling. CoRR abs/1406.6818 (2014)
[i3]
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Jingdong Wang, Heng Tao Shen, Jingkuan Song, Jianqiu Ji:
Hashing for Similarity Search: A Survey. CoRR abs/1408.2927 (2014)
[i2]
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Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen:
Hashing on Nonlinear Manifolds. CoRR abs/1412.0826 (2014)
2013
[j40]
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Jiajun Liu, Zi Huang, Hongyun Cai, Heng Tao Shen, Chong-Wah Ngo, Wei Wang:
Near-duplicate video retrieval: Current research and future trends. ACM Comput. Surv. 45(4): 44:1-44:23 (2013)
[j39]
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Minqi Zhou, Heng Tao Shen, Xueqing Gong, Weining Qian, Aoying Zhou:
Personalized query evaluation in ring-based P2P networks. Inf. Sci. 220: 463-482 (2013)
[j38]
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Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, Jiebo Luo:
Self-taught dimensionality reduction on the high-dimensional small-sized data. Pattern Recognit. 46(1): 215-229 (2013)
[j37]
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Yang Yang, Zi Huang, Yi Yang, Jiajun Liu, Heng Tao Shen, Jiebo Luo:
Local image tagging via graph regularized joint group sparsity. Pattern Recognit. 46(5): 1358-1368 (2013)
[j36]
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Yang Yang, Yi Yang, Heng Tao Shen, Yanchun Zhang, Xiaoyong Du, Xiaofang Zhou:
Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension. IEEE Trans. Knowl. Data Eng. 25(8): 1760-1771 (2013)
[j35]
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Wei Wang, Jianbin Qin, Chuan Xiao, Xuemin Lin, Heng Tao Shen:
VChunkJoin: An Efficient Algorithm for Edit Similarity Joins. IEEE Trans. Knowl. Data Eng. 25(8): 1916-1929 (2013)
[j34]
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Xiaofeng Zhu, Zi Huang, Jiangtao Cui, Heng Tao Shen:
Video-to-Shot Tag Propagation by Graph Sparse Group Lasso. IEEE Trans. Multim. 15(3): 633-646 (2013)
[j33]
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Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Jiebo Luo:
Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. 15(8): 1997-2008 (2013)
[j32]
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Xiaofeng Zhu, Zi Huang, Hong Cheng, Jiangtao Cui, Heng Tao Shen:
Sparse hashing for fast multimedia search. ACM Trans. Inf. Syst. 31(2): 9 (2013)
[j31]
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Yang Yang, Yi Yang, Heng Tao Shen:
Effective transfer tagging from image to video. ACM Trans. Multim. Comput. Commun. Appl. 9(2): 14:1-14:20 (2013)
[c64]
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Jiajun Liu, Zi Huang, Hong Cheng, Yueguo Chen, Heng Tao Shen, Yanchun Zhang:
Presenting diverse location views with real-time near-duplicate photo elimination. ICDE 2013: 505-516
[c63]
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Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Xin Zhao:
Linear cross-modal hashing for efficient multimedia search. ACM Multimedia 2013: 143-152
[c62]
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Yang Yang, Zheng-Jun Zha, Heng Tao Shen, Tat-Seng Chua:
Robust Semantic Video Indexing by Harvesting Web Images. MMM (1) 2013: 70-80
[c61]
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Jingkuan Song, Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen:
Inter-media hashing for large-scale retrieval from heterogeneous data sources. SIGMOD Conference 2013: 785-796
2012
[j30]
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Ling Chen, Yang Liu, Marcus Gallagher, Bernard Pailthorpe, Shazia W. Sadiq, Heng Tao Shen, Xue Li:
Introducing Cloud Computing Topics in Curricula. J. Inf. Syst. Educ. 23(3): 315-324 (2012)
[j29]
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Zhe Zhao, Bin Cui, Gao Cong, Zi Huang, Heng Tao Shen:
Extracting representative motion flows for effective video retrieval. Multim. Tools Appl. 58(3): 687-711 (2012)
[j28]
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Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu:
Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis. Pattern Recognit. 45(8): 3003-3016 (2012)
[j27]
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Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang, Alexander G. Hauptmann:
Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding. IEEE Trans. Image Process. 21(3): 1339-1351 (2012)
[j26]
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Heng Tao Shen, Xian-Sheng Hua, Jiebo Luo, Vincent Oria:
Guest editorial: content, concept and context mining in social media. World Wide Web 15(2): 115-116 (2012)
[j25]
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Xiaoming Zhang, Zi Huang, Heng Tao Shen, Yang Yang, Zhoujun Li:
Automatic tagging by exploring tag information capability and correlation. World Wide Web 15(3): 233-256 (2012)
[j24]
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Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Chaoyi Pang:
Quick identification of near-duplicate video sequences with cut signature. World Wide Web 15(3): 355-382 (2012)
[c60]
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  - conf/icde/ZhouSZQZ12
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Minqi Zhou, Heng Tao Shen, Xiaofang Zhou, Weining Qian, Aoying Zhou:
Effective Data Density Estimation in Ring-Based P2P Networks. ICDE 2012: 594-605
[c59]
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Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan:
Discovering areas of interest with geo-tagged images and check-ins. ACM Multimedia 2012: 589-598
2011
[j23]
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Jie Shao, Heng Tao Shen, Zi Huang, Xiaofang Zhou:
Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval. IEEE Trans. Multim. 13(1): 71-81 (2011)
[j22]
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Jiajun Liu, Zi Huang, Heng Tao Shen, Bin Cui:
Correlation-based retrieval for heavily changed near-duplicate videos. ACM Trans. Inf. Syst. 29(4): 21:1-21:25 (2011)
[j21]
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Yang Yang, Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Mining multi-tag association for image tagging. World Wide Web 14(2): 133-156 (2011)
[c58]
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Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou:
Nonnegative Spectral Clustering with Discriminative Regularization. AAAI 2011: 555-560
[c57]
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Xiaoming Zhang, Heng Tao Shen, Zi Huang, Zhoujun Li:
Tagging Image with Informative and Correlative Tags. APWeb 2011: 258-263
[c56]
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Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen, Feiping Nie:
Tag localization with spatial correlations and joint group sparsity. CVPR 2011: 881-888
[c55]
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Jiajun Liu, Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space. DASFAA (2) 2011: 1-15
[c54]
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Xiaoming Zhang, Zi Huang, Heng Tao Shen, Zhoujun Li:
Probabilistic Image Tagging with Tags Expanded By Text-Based Search. DASFAA (1) 2011: 269-283
[c53]
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Zaiben Chen, Heng Tao Shen, Xiaofang Zhou:
Discovering popular routes from trajectories. ICDE 2011: 900-911
[c52]
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  - conf/ijcai/YangSMHZ11
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Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou:
l_{2, 1}-Norm Regularized Discriminative Feature Selection for Unsupervised Learning. IJCAI 2011: 1589-1594
[c51]
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Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Richang Hong:
Multiple feature hashing for real-time large scale near-duplicate video retrieval. ACM Multimedia 2011: 423-432
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Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen:
Transfer tagging from image to video. ACM Multimedia 2011: 1137-1140
[c49]
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Xiaofeng Zhu, Zi Huang, Heng Tao Shen:
Video-to-shot tag allocation by weighted sparse group lasso. ACM Multimedia 2011: 1501-1504
[c48]
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Zi Huang, Heng Tao Shen, Jiajun Liu, Xiaofang Zhou:
Effective data co-reduction for multimedia similarity search. SIGMOD Conference 2011: 1021-1032
[c47]
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Heng Tao Shen, Jie Shao, Zi Huang, Yang Yang, Jingkuan Song, Jiajun Liu, Xiaofeng Zhu:
UQMSG Experiments for TRECVID 2011. TRECVID 2011
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Heng Tao Shen, Yanchun Zhang:
Twenty-Second Australasian Database Conference, ADC 2011, Perth, Australia, January 2011. CRPIT 115, Australian Computer Society 2011, ISBN 978-1-920682-95-8 [contents]
2010
[j20]
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Zi Huang, Heng Tao Shen, Jie Shao, Bin Cui, Xiaofang Zhou:
Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams. IEEE Trans. Multim. 12(5): 386-398 (2010)
[j19]
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Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu, Xiaofang Zhou:
Mining near-duplicate graph for cluster-based reranking of web video search results. ACM Trans. Inf. Syst. 28(4): 22:1-22:27 (2010)
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Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Chaoyi Pang:
Efficient and Continuous Near-duplicate Video Detection. APWeb 2010: 260-266
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Lijiang Chen, Bin Cui, Linhao Xu, Heng Tao Shen:
Distributed Cache Indexing for Efficient Subspace Skyline Computation in P2P Networks. DASFAA (1) 2010: 3-18
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Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie:
Searching trajectories by locations: an efficiency study. SIGMOD Conference 2010: 255-266
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Heng Tao Shen, Athman Bouguettaya:
Database Technologies 2010, Twenty-First Australasian Database Conference (ADC 2010), Brisbane, Australia, 18-22 January, 2010, Proceedings. CRPIT 104, Australian Computer Society 2010, ISBN 978-1-920682-85-9 [contents]
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Heng Tao Shen, Jian Pei, M. Tamer Özsu, Lei Zou, Jiaheng Lu, Tok Wang Ling, Ge Yu, Yi Zhuang, Jie Shao:
Web-Age Information Management - WAIM 2010 International Workshops: IWGD 2010, XMLDM 2010, WCMT 2010, Jiuzhaigou Valley, China, July 15-17, 2010, Revised Selected Papers. Lecture Notes in Computer Science 6185, Springer 2010, ISBN 978-3-642-16719-5 [contents]
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Hoyoung Jeung, Man Lung Yiu, Xiaofang Zhou, Christian S. Jensen, Heng Tao Shen:
Discovery of Convoys in Trajectory Databases. CoRR abs/1002.0963 (2010)

2000 – 2009

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2009
[j18]
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Quanqing Xu, Heng Tao Shen, Zaiben Chen, Bin Cui, Xiaofang Zhou, Yafei Dai:
Hybrid information retrieval policies based on cooperative cache in mobile P2P networks. Frontiers Comput. Sci. China 3(3): 381-395 (2009)
[j17]
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Heng Tao Shen, Jie Shao, Zi Huang, Xiaofang Zhou:
Effective and Efficient Query Processing for Video Subsequence Identification. IEEE Trans. Knowl. Data Eng. 21(3): 321-334 (2009)
[j16]
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Zi Huang, Heng Tao Shen, Jie Shao, Xiaofang Zhou, Bin Cui:
Bounded coordinate system indexing for real-time video clip search. ACM Trans. Inf. Syst. 27(3): 17:1-17:33 (2009)
[j15]
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Heng Tao Shen, Shouxu Jiang, Kian-Lee Tan, Zi Huang, Xiaofang Zhou:
Speed up interactive image retrieval. VLDB J. 18(1): 329-343 (2009)
[j14]
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Ke Deng, Xiaofang Zhou, Heng Tao Shen, Shazia W. Sadiq, Xue Li:
Instance optimal query processing in spatial networks. VLDB J. 18(3): 675-693 (2009)
[c43]
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Heng Tao Shen:
Large-scale Video Sequence Indexing: Impacts, Ideas and Trends. ADC 2009: 3
[c42]
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Lijiang Chen, Bin Cui, Heng Tao Shen, Wei Lu, Xiaofang Zhou:
Efficient information retrieval in mobile peer-to-peer networks. CIKM 2009: 967-976
[c41]
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Zi Huang, Heng Tao Shen, Dawei Song, Xue Li, Stefan M. Rüger:
Dimension-Specific Search for Multimedia Retrieval. DASFAA 2009: 693-698
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Bin Cui, Bei Pan, Heng Tao Shen, Ying Wang, Ce Zhang:
Video Annotation System Based on Categorizing and Keyword Labelling. DASFAA 2009: 764-767
[c39]
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Quanqing Xu, Heng Tao Shen, Zaiben Chen, Bin Cui, Xiaofang Zhou, Yafei Dai:
Hybrid Retrieval Mechanisms in Vehicle-Based P2P Networks. ICCS (1) 2009: 303-314
[c38]
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Zaiben Chen, Heng Tao Shen, Quanqing Xu, Xiaofang Zhou:
Instant Advertising in Mobile Peer-to-Peer Networks. ICDE 2009: 736-747
[c37]
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Ke Deng, Hu Xu, Shazia W. Sadiq, Yansheng Lu, Gabriel Pui Cheong Fung, Heng Tao Shen:
Processing Group Nearest Group Query. ICDE 2009: 1144-1147
[c36]
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Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao, Xiaofang Zhou:
Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System. ICDE 2009: 1511-1514
[c35]
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Heng Tao Shen, Zi Huang, Jinli Cao, Xiaofang Zhou:
High-dimensional indexing with oriented cluster representation for multimedia databases. ICME 2009: 1628-1631
[c34]
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Ran Cheng, Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Interactive near-duplicate video retrieval and detection. ACM Multimedia 2009: 1001-1002
[c33]
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Quanqing Xu, Heng Tao Shen, Bin Cui, Xiaoxiao Hou, Yafei Dai:
A Novel Content Distribution Mechanism in DHT Networks. Networking 2009: 742-755
[c32]
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Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Jeffrey Xu Yu:
Monitoring path nearest neighbor in road networks. SIGMOD Conference 2009: 591-602
[r4]
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Heng Tao Shen:
Dimensionality Reduction. Encyclopedia of Database Systems 2009: 843-846
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Heng Tao Shen:
Multidimensional Scaling. Encyclopedia of Database Systems 2009: 1784
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Heng Tao Shen:
Principal Component Analysis. Encyclopedia of Database Systems 2009: 2136
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Heng Tao Shen:
Video Sequence Indexing. Encyclopedia of Database Systems 2009: 3314-3316
2008
[j13]
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Hoyoung Jeung, Man Lung Yiu, Xiaofang Zhou, Christian S. Jensen, Heng Tao Shen:
Discovery of convoys in trajectory databases. Proc. VLDB Endow. 1(1): 1068-1080 (2008)
[j12]
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Jie Shao, Heng Tao Shen, Xiaofang Zhou:
Challenges and techniques for effective and efficient similarity search in large video databases. Proc. VLDB Endow. 1(2): 1598-1603 (2008)
[j11]
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Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases. IEEE Trans. Knowl. Data Eng. 20(4): 519-531 (2008)
[j10]
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Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim, Yijun Li:
Batch Nearest Neighbor Search for Video Retrieval. IEEE Trans. Multim. 10(3): 409-420 (2008)
[j9]
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Ke Deng, Xiaofang Zhou, Heng Tao Shen, Qing Liu, Kai Xu, Xuemin Lin:
A multi-resolution surface distance model for k-NN query processing. VLDB J. 17(5): 1101-1119 (2008)
[c31]
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Hoyoung Jeung, Qing Liu, Heng Tao Shen, Xiaofang Zhou:
A Hybrid Prediction Model for Moving Objects. ICDE 2008: 70-79
[c30]
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Hoyoung Jeung, Heng Tao Shen, Xiaofang Zhou:
Convoy Queries in Spatio-Temporal Databases. ICDE 2008: 1457-1459
[c29]
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Zi Huang, Heng Tao Shen, Jie Shao, Stefan M. Rüger, Xiaofang Zhou:
Locality condensation: a new dimensionality reduction method for image retrieval. ACM Multimedia 2008: 219-228
[c28]
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Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou:
Distribution-based similarity measures for multi-dimensional point set retrieval applications. ACM Multimedia 2008: 429-438
[c27]
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  - conf/wise/XuSDCZ08
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Quanqing Xu, Heng Tao Shen, Yafei Dai, Bin Cui, Xiaofang Zhou:
Achieving Effective Multi-term Queries for Fast DHT Information Retrieval. WISE 2008: 20-35
2007
[j8]
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Heng Tao Shen, Xiaofang Zhou:
Capture local information in shape representation. Multim. Tools Appl. 33(2): 157-174 (2007)
[j7]
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Heng Tao Shen, Xiaofang Zhou, Aoying Zhou:
An adaptive and dynamic dimensionality reduction method for high-dimensional indexing. VLDB J. 16(2): 219-234 (2007)
[c26]
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Jizhou Luo, Xiaofang Zhou, Yu Zhang, Heng Tao Shen, Jianzhong Li:
Selectivity Estimation by Batch-Query based Histogram and Parametric Method. ADC 2007: 93-102
[c25]
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Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen:
Efficient Similarity Search by Summarization in Large Video Database. ADC 2007: 161-167
[c24]
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Zi Huang, Heng Tao Shen, Xiaofang Zhou, Jie Shao:
Dual Dimensionality Reduction for Efficient Video Similarity Search. DaWaK 2007: 397-406
[c23]
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Hoyoung Jeung, Heng Tao Shen, Xiaofang Zhou:
Mining Trajectory Patterns Using Hidden Markov Models. DaWaK 2007: 470-480
[c22]
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  - conf/icde/DengZS07
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Ke Deng, Xiaofang Zhou, Heng Tao Shen:
Multi-source Skyline Query Processing in Road Networks. ICDE 2007: 796-805
[c21]
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Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Yijun Li:
Dynamic Batch Nearest Neighbor Search in Video Retrieval. ICDE 2007: 1395-1399
[c20]
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Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao:
Statistical summarization of content features for fast near-duplicate video detection. ACM Multimedia 2007: 164-165
[c19]
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  - conf/sigir/HuangSZSR07
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Zi Huang, Heng Tao Shen, Xiaofang Zhou, Dawei Song, Stefan M. Rüger:
Dimensionality reduction for dimension-specific search. SIGIR 2007: 849-850
[c18]
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Heng Tao Shen, Xiaofang Zhou, Jie Shao, Zi Huang:
The University of Queensland at TRECVID 2007 Search Task. TRECVID 2007
[c17]
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Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, Xiangmin Zhou:
UQLIPS: A Real-time Near-duplicate Video Clip Detection System. VLDB 2007: 1374-1377
[c16]
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Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen:
A New Similarity Measure for Near Duplicate Video Clip Detection. APWeb/WAIM 2007: 176-187
2006
[j6]
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Heng Tao Shen, Kian-Lee Tan, Xiaofang Zhou, Bin Cui:
ICICLE: A semantic-based retrieval system for WWW images. Multim. Syst. 11(5): 438-454 (2006)
[j5]
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H. V. Jagadish, Beng Chin Ooi, Heng Tao Shen, Kian-Lee Tan:
Toward Efficient Multifeature Query Processing. IEEE Trans. Knowl. Data Eng. 18(2): 350-362 (2006)
[j4]
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Kai Xu, Xiaofang Zhou, Xuemin Lin, Heng Tao Shen, Ke Deng:
A Multiresolution Terrain Model for Efficient Visualization Query Processing. IEEE Trans. Knowl. Data Eng. 18(10): 1382-1396 (2006)
[j3]
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Hong Lu, Beng Chin Ooi, Heng Tao Shen, Xiangyang Xue:
Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval. IEEE Trans. Knowl. Data Eng. 18(11): 1544-1559 (2006)
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Heng Tao Shen, Xiaofang Zhou, Bin Cui:
Indexing and Integrating Multiple Features for WWW Images. World Wide Web 9(3): 343-364 (2006)
[c15]
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Zi Huang, Xiaofang Zhou, Heng Tao Shen, Dawei Song:
3D Protein Structure Matching by Patch Signatures. DEXA 2006: 528-537
[c14]
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Ke Deng, Xiaofang Zhou, Heng Tao Shen, Kai Xu, Xuemin Lin:
Surface k-NN Query Processing. ICDE 2006: 78
[c13]
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Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan:
SaveRF: Towards Efficient Relevance Feedback Search. ICDE 2006: 110
[c12]
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Bin Cui, Jialie Shen, Gao Cong, Heng Tao Shen, Cui Yu:
Exploring composite acoustic features for efficient music similarity query. ACM Multimedia 2006: 412-420
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Xiaofang Zhou, Jianzhong Li, Heng Tao Shen, Masaru Kitsuregawa, Yanchun Zhang:
Frontiers of WWW Research and Development - APWeb 2006, 8th Asia-Pacific Web Conference, Harbin, China, January 16-18, 2006, Proceedings. Lecture Notes in Computer Science 3841, Springer 2006, ISBN 3-540-31142-4 [contents]
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Heng Tao Shen, Jinbao Li, Minglu Li, Jun Ni, Wei Wang:
Advanced Web and Network Technologies, and Applications, APWeb 2006 International Workshops: XRA, IWSN, MEGA, and ICSE, Harbin, China, January 16-18, 2006, Proceedings. Lecture Notes in Computer Science 3842, Springer 2006, ISBN 3-540-31158-0 [contents]
2005
[c11]
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Bin Cui, Heng Tao Shen, Jialie Shen, Kian-Lee Tan:
Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. ADC 2005: 165-174
[c10]
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Heng Tao Shen, Xiaofang Zhou, Bin Cui:
Indexing Text and Visual Features for WWW Images. APWeb 2005: 885-899
[c9]
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Heng Tao Shen, Beng Chin Ooi, Xiaofang Zhou:
Towards Effective Indexing for Very Large Video Sequence Database. SIGMOD Conference 2005: 730-741
[c8]
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Sai Sun, Xiaofang Zhou, Heng Tao Shen:
Semantic Caching for Multiresolution Spatial Query Processing in Mobile Environments. SSTD 2005: 382-399
2004
[j1]
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Heng Tao Shen, Yanfeng Shu, Bei Yu:
Efficient Semantic-Based Content Search in P2P Network. IEEE Trans. Knowl. Data Eng. 16(7): 813-826 (2004)
[c7]
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Jing Hu, Bin Cui, Heng Tao Shen:
Diagonal Ordering: A New Approach to High-Dimensional KNN Processing. ADC 2004: 39-47
[c6]
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Bin Cui, Jing Hu, Heng Tao Shen, Cui Yu:
Adaptive Quantization of the High-Dimensional Data for Efficient KNN Processing. DASFAA 2004: 302-313
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Nick Koudas, Beng Chin Ooi, Heng Tao Shen, Anthony K. H. Tung:
LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space. ICDE 2004: 6-17
2003
[c4]
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Hui Jin, Beng Chin Ooi, Heng Tao Shen, Cui Yu, Aoying Zhou:
An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing. ICDE 2003: 87-98
2001
[c3]
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Heng Tao Shen:
Finding Similar Images Quickly Using Object Shapes. CIKM 2001: 498-505
2000
[c2]
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Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan:
Giving meanings to WWW images. ACM Multimedia 2000: 39-47
[c1]
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Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan:
Finding semantically related images in the WWW. ACM Multimedia 2000: 491-492

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