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ORCIDXiaofei He 0001
Person information
- affiliation: Zhejiang University, State Key Lab of CAD&CG, China
- affiliation (PhD 2005): University of Chicago, IL, USA
Other persons with the same name
- Xiaofei He 0002
![[0000-0001-9887-5566]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0001-9887-5566")
— Xi'an Jiaotong University, School of Electronic and Information Engineering, China - Xiaofei He 0003 — Jiangsu University, Zhenjiang, China
- Xiaofei He 0004 — Jishou University, College of Mathematics and Computer Science, China (and 1 more)
- Xiaofei He 0005 — Sichuan University, West China Hospital, Department of Neurology, Chengdu, China
- Xiaofei He 0006 — University of Iowa, Department of Mechanical and Industrial Engineering, Iowa City, IA, USA
- Xiaofei He 0007 — Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
- Xiaofei He 0008 — Lanzhou University, College of Pastoral Agriculture Science and Technology, China
- Xiaofei He 0009 — Beijing University of Posts and Telecommunications, Information Security Center, China
- Xiaofei He 0010 — China University of Mining and Technology, School of Environment Science and Spatial Informatics, Xuzhou, China
- Xiaofei He 0011 — Tianjin University, School of Electrical and Information Engineering, China
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2020 – today
- 2024
[j92]Qibo Qiu, Wenxiao Wang, Haochao Ying, Dingkun Liang, Haiming Gao, Xiaofei He:
SelFLoc: Selective feature fusion for large-scale point cloud-based place recognition. Knowl. Based Syst. 295: 111794 (2024)- [j91]Wenxiao Wang, Wei Chen, Qibo Qiu, Long Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wei Liu:
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3123-3136 (2024) - [j90]Xing Zhao, Haoran Liang, Peipei Li, Guodao Sun, Dongdong Zhao, Ronghua Liang, Xiaofei He:
Motion-Aware Memory Network for Fast Video Salient Object Detection. IEEE Trans. Image Process. 33: 709-721 (2024) - [j89]Haoran Cheng, Liang Peng, Zheng Yang, Binbin Lin, Xiaofei He, Boxi Wu:
Temporal Feature Fusion for 3D Detection in Monocular Video. IEEE Trans. Image Process. 33: 2665-2675 (2024) - [c136]Honghui Yang, Sha Zhang, Di Huang, Xiaoyang Wu, Haoyi Zhu, Tong He, Shixiang Tang, Hengshuang Zhao, Qibo Qiu, Binbin Lin, Xiaofei He, Wanli Ouyang:
UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving. CVPR 2024: 15238-15250 - [c135]Yanting Yang, Minghao Chen, Qibo Qiu, Jiahao Wu, Wenxiao Wang, Binbin Lin, Ziyu Guan, Xiaofei He:
Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts. ECCV (57) 2024: 163-180 - [c134]Hengjia Li, Yang Liu, Linxuan Xia, Yuqi Lin, Wenxiao Wang, Tu Zheng, Zheng Yang, Xiaohui Zhong, Xiaobo Ren, Xiaofei He:
Few-shot Hybrid Domain Adaptation of Image Generator. ICLR 2024 - [c133]Bin Zhang, Yuanjie Dang, Peng Chen, Ronghua Liang, Nan Gao, Ruohong Huan, Xiaofei He:
Task-Agnostic Self-Distillation for Few-Shot Action Recognition. IJCAI 2024: 5425-5433 - [i61]Wenxiao Wang, Wei Chen, Yicong Luo, Yongliu Long, Zhengkai Lin, Liye Zhang, Binbin Lin, Deng Cai, Xiaofei He:
Model Compression and Efficient Inference for Large Language Models: A Survey. CoRR abs/2402.09748 (2024) - [i60]Minghao Chen, Yihang Li, Yanting Yang, Shiyu Yu, Binbin Lin, Xiaofei He:
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning. CoRR abs/2405.16247 (2024) - [i59]Haoran Cheng, Liang Peng, Linxuan Xia, Yuepeng Hu, Hengjia Li, Qinglin Lu, Xiaofei He, Boxi Wu:
Searching Priors Makes Text-to-Video Synthesis Better. CoRR abs/2406.03215 (2024) - [i58]Chenshu Hou, Liang Peng, Xiaopei Wu, Wenxiao Wang, Xiaofei He:
PD-TPE: Parallel Decoder with Text-guided Position Encoding for 3D Visual Grounding. CoRR abs/2407.14491 (2024) - [i57]Yanting Yang, Minghao Chen, Qibo Qiu, Jiahao Wu, Wenxiao Wang, Binbin Lin, Ziyu Guan, Xiaofei He:
Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts. CoRR abs/2407.14872 (2024) - [i56]Honghui Yang, Di Huang, Wei Yin, Chunhua Shen, Haifeng Liu, Xiaofei He, Binbin Lin, Wanli Ouyang, Tong He:
Depth Any Video with Scalable Synthetic Data. CoRR abs/2410.10815 (2024) - [i55]Wenxiao Wang, Lihui Gu, Liye Zhang, Yunxiang Luo, Yi Dai, Chen Shen, Liang Xie, Binbin Lin, Xiaofei He, Jieping Ye:
SciPIP: An LLM-based Scientific Paper Idea Proposer. CoRR abs/2410.23166 (2024) - 2023
- [j88]Liang Xie, Yibo Yang, Deng Cai, Xiaofei He:
Neural collapse inspired attraction-repulsion-balanced loss for imbalanced learning. Neurocomputing 527: 60-70 (2023) - [j87]Chao Xiang, Zhongming Jin, Zhengxu Yu, Xian-Sheng Hua, Yao Hu, Wei Qian, Kaili Zhu, Deng Cai, Xiaofei He:
Optimizing traffic efficiency via a reinforcement learning approach based on time allocation. Int. J. Mach. Learn. Cybern. 14(10): 3381-3391 (2023) - [j86]Yuanhai Lv, Chen Jiao, Wanqing Zhao, Wei Zhao, Ziyu Guan, Xiaofei He:
Multi-scale fusion transformer based weakly supervised hashing learning for instance retrieval. Int. J. Mach. Learn. Cybern. 14(12): 4431-4442 (2023) - [j85]Liang Xie, Guodong Xu, Deng Cai, Xiaofei He:
X-View: Non-Egocentric Multi-View 3D Object Detector. IEEE Trans. Image Process. 32: 1488-1497 (2023) - [j84]Xin Guo, Zhengxu Yu, Pengfei Wang, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling. IEEE Trans. Knowl. Data Eng. 35(4): 4346-4356 (2023) - [c132]Boxi Wu, Jie Jiang, Haidong Ren, Zifan Du, Wenxiao Wang, Zhifeng Li, Deng Cai, Xiaofei He, Binbin Lin, Wei Liu:
Towards In-Distribution Compatible Out-of-Distribution Detection. AAAI 2023: 10333-10341 - [c131]Honghui Yang, Tong He, Jiaheng Liu, Hua Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wanli Ouyang:
GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds. CVPR 2023: 9403-9414 - [c130]Honghui Yang, Wenxiao Wang, Minghao Chen, Binbin Lin, Tong He, Hua Chen, Xiaofei He, Wanli Ouyang:
PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer. CVPR 2023: 13476-13487 - [c129]Yuqi Lin, Minghao Chen, Wenxiao Wang, Boxi Wu, Ke Li, Binbin Lin, Haifeng Liu, Xiaofei He:
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation. CVPR 2023: 15305-15314 - [c128]Qibo Qiu, Haiming Gao, Wei Hua, Gang Huang, Xiaofei He:
PriorLane: A Prior Knowledge Enhanced Lane Detection Approach Based on Transformer. ICRA 2023: 5618-5624 - [i54]Liang Xie, Yibo Yang, Wenxiao Wang, Binbin Lin, Deng Cai, Xiaofei He:
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment. CoRR abs/2302.09907 (2023) - [i53]Wenxiao Wang, Wei Chen, Qibo Qiu, Long Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wei Liu:
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention. CoRR abs/2303.06908 (2023) - [i52]Dong Yao, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Wenqiao Zhang, Rui Zhang, Xiaofei He, Fei Wu:
Denoising Multi-modal Sequential Recommenders with Contrastive Learning. CoRR abs/2305.01915 (2023) - [i51]Honghui Yang, Wenxiao Wang, Minghao Chen, Binbin Lin, Tong He, Hua Chen, Xiaofei He, Wanli Ouyang:
PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer. CoRR abs/2305.06621 (2023) - [i50]Qibo Qiu, Haiming Gao, Wenxiao Wang, Zhiyi Su, Tian Xie, Wei Hua, Xiaofei He:
SelFLoc: Selective Feature Fusion for Large-scale Point Cloud-based Place Recognition. CoRR abs/2306.01205 (2023) - [i49]Minghao Chen, Zepeng Gao, Shuai Zhao, Qibo Qiu, Wenxiao Wang, Binbin Lin, Xiaofei He:
A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation. CoRR abs/2308.00287 (2023) - [i48]Qibo Qiu, Honghui Yang, Wenxiao Wang, Shun Zhang, Haiming Gao, Haochao Ying, Wei Hua, Xiaofei He:
M3CS: Multi-Target Masked Point Modeling with Learnable Codebook and Siamese Decoders. CoRR abs/2309.13235 (2023) - [i47]Jie Zhao, Ziyu Guan, Wei Zhao, Yue Jiang, Xiaofei He:
Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions. CoRR abs/2309.17313 (2023) - [i46]Honghui Yang, Sha Zhang, Di Huang, Xiaoyang Wu, Haoyi Zhu, Tong He, Shixiang Tang, Hengshuang Zhao, Qibo Qiu, Binbin Lin, Xiaofei He, Wanli Ouyang:
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving. CoRR abs/2310.08370 (2023) - [i45]Hengjia Li, Yang Liu, Linxuan Xia, Yuqi Lin, Tu Zheng, Zheng Yang, Wenxiao Wang, Xiaohui Zhong, Xiaobo Ren, Xiaofei He:
Few-shot Hybrid Domain Adaptation of Image Generators. CoRR abs/2310.19378 (2023) - 2022
- [j83]Kuoliang Wu, Guodong Xu, Zili Liu, Haifeng Liu, Deng Cai, Xiaofei He:
PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud. Int. J. Mach. Learn. Cybern. 13(1): 39-47 (2022) - [j82]Wei Zhao, Cai Xu, Ziyu Guan, Xunlian Wu, Wanqing Zhao, Qiguang Miao, Xiaofei He, Quan Wang:
TelecomNet: Tag-Based Weakly-Supervised Modally Cooperative Hashing Network for Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7940-7954 (2022) - [c127]Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He:
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network. AAAI 2022: 1828-1836 - [c126]Tu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang, Deng Cai, Xiaofei He:
CLRNet: Cross Layer Refinement Network for Lane Detection. CVPR 2022: 888-897 - [c125]Aoxiong Yin, Zhou Zhao, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He:
MLSLT: Towards Multilingual Sign Language Translation. CVPR 2022: 5099-5109 - [c124]Yang Liu, Weifeng Zhang, Chao Xiang, Tu Zheng, Deng Cai, Xiaofei He:
Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification. CVPR 2022: 14391-14400 - [c123]Boxi Wu, Jindong Gu, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu:
Towards Efficient Adversarial Training on Vision Transformers. ECCV (13) 2022: 307-325 - [c122]Honghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang, Wei Qian, Xiaofei He, Deng Cai:
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph. ECCV (8) 2022: 662-679 - [c121]Wenxiao Wang, Lu Yao, Long Chen, Binbin Lin, Deng Cai, Xiaofei He, Wei Liu:
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention. ICLR 2022 - [c120]Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai:
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. ICLR 2022 - [i44]Jiong Wang, Zhou Zhao, Weike Jin, Xinyu Duan, Zhen Lei, Baoxing Huai, Yiling Wu, Xiaofei He:
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation. CoRR abs/2202.10301 (2022) - [i43]Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai:
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. CoRR abs/2203.08332 (2022) - [i42]Tu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang, Deng Cai, Xiaofei He:
CLRNet: Cross Layer Refinement Network for Lane Detection. CoRR abs/2203.10350 (2022) - [i41]Liang Xie, Yibo Yang, Deng Cai, Xiaofei He:
Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning. CoRR abs/2204.08735 (2022) - [i40]Boxi Wu, Jindong Gu, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu:
Towards Efficient Adversarial Training on Vision Transformers. CoRR abs/2207.10498 (2022) - [i39]Xing Zhao, Haoran Liang, Peipei Li, Guodao Sun, Dongdong Zhao, Ronghua Liang, Xiaofei He:
Motion-aware Memory Network for Fast Video Salient Object Detection. CoRR abs/2208.00946 (2022) - [i38]Honghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang, Wei Qian, Xiaofei He, Deng Cai:
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph. CoRR abs/2208.03624 (2022) - [i37]Shengyu Zhang, Bofang Li, Dong Yao, Fuli Feng, Jieming Zhu, Wenyan Fan, Zhou Zhao, Xiaofei He, Tat-Seng Chua, Fei Wu:
CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation. CoRR abs/2208.08024 (2022) - [i36]Boxi Wu, Jie Jiang, Haidong Ren, Zifan Du, Wenxiao Wang, Zhifeng Li, Deng Cai, Xiaofei He, Binbin Lin, Wei Liu:
Towards In-distribution Compatibility in Out-of-distribution Detection. CoRR abs/2208.13433 (2022) - [i35]Qibo Qiu, Haiming Gao, Wei Hua, Gang Huang, Xiaofei He:
PriorLane: A Prior Knowledge Enhanced Lane Detection Approach Based on Transformer. CoRR abs/2209.06994 (2022) - [i34]Honghui Yang, Tong He, Jiaheng Liu, Hua Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wanli Ouyang:
GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds. CoRR abs/2212.03010 (2022) - [i33]Yuqi Lin, Minghao Chen, Wenxiao Wang, Boxi Wu, Ke Li, Binbin Lin, Haifeng Liu, Xiaofei He:
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation. CoRR abs/2212.09506 (2022) - 2021
- [j81]Wenxiao Wang, Zhengxu Yu, Cong Fu, Deng Cai, Xiaofei He:
COP: customized correlation-based Filter level pruning method for deep CNN compression. Neurocomputing 464: 533-545 (2021) - [j80]Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi:
Learning Manifold Structures With Subspace Segmentations. IEEE Trans. Cybern. 51(4): 1981-1992 (2021) - [j79]Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He:
ES-Net: Erasing Salient Parts to Learn More in Re-Identification. IEEE Trans. Image Process. 30: 1676-1686 (2021) - [c119]Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He:
Salient Object Ranking with Position-Preserved Attention. ICCV 2021: 16311-16321 - [c118]Wenxiao Wang, Minghao Chen, Shuai Zhao, Long Chen, Jinming Hu, Haifeng Liu, Deng Cai, Xiaofei He, Wei Liu:
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework. ICML 2021: 10717-10726 - [c117]Zhijie Lin, Zhou Zhao, Haoyuan Li, Jinglin Liu, Meng Zhang, Xingshan Zeng, Xiaofei He:
SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory. ACM Multimedia 2021: 1359-1367 - [c116]Jiong Wang, Zhou Zhao, Weike Jin, Xinyu Duan, Zhen Lei, Baoxing Huai, Yiling Wu, Xiaofei He:
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation. ACM Multimedia 2021: 1497-1506 - [c115]Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu:
Why Do We Click: Visual Impression-aware News Recommendation. ACM Multimedia 2021: 3881-3890 - [c114]Aoxiong Yin, Zhou Zhao, Jinglin Liu, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He:
SimulSLT: End-to-End Simultaneous Sign Language Translation. ACM Multimedia 2021: 4118-4127 - [c113]Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu:
Do Wider Neural Networks Really Help Adversarial Robustness? NeurIPS 2021: 7054-7067 - [i32]Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He:
ES-Net: Erasing Salient Parts to Learn More in Re-Identification. CoRR abs/2103.05918 (2021) - [i31]Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He:
DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network. CoRR abs/2103.08160 (2021) - [i30]Liang Xie, Guodong Xu, Deng Cai, Xiaofei He:
X-view: Non-egocentric Multi-View 3D Object Detector. CoRR abs/2103.13001 (2021) - [i29]Liang Peng, Fei Liu, Senbo Yan, Xiaofei He, Deng Cai:
OCM3D: Object-Centric Monocular 3D Object Detection. CoRR abs/2104.06041 (2021) - [i28]Xin Guo, Zhongming Jin, Chong Chen, Helei Nie, Jianqiang Huang, Deng Cai, Xiaofei He, Xiansheng Hua:
Discriminative-Generative Dual Memory Video Anomaly Detection. CoRR abs/2104.14430 (2021) - [i27]Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu:
Attacking Adversarial Attacks as A Defense. CoRR abs/2106.04938 (2021) - [i26]Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He:
Salient Object Ranking with Position-Preserved Attention. CoRR abs/2106.05047 (2021) - [i25]Wenxiao Wang, Lu Yao, Long Chen, Deng Cai, Xiaofei He, Wei Liu:
CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention. CoRR abs/2108.00154 (2021) - [i24]Zhijie Lin, Zhou Zhao, Haoyuan Li, Jinglin Liu, Meng Zhang, Xingshan Zeng, Xiaofei He:
SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory. CoRR abs/2108.13630 (2021) - [i23]Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu:
Why Do We Click: Visual Impression-aware News Recommendation. CoRR abs/2109.12651 (2021) - [i22]Aoxiong Yin, Zhou Zhao, Jinglin Liu, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He:
SimulSLT: End-to-End Simultaneous Sign Language Translation. CoRR abs/2112.04228 (2021) - 2020
- [j78]Long Wei, Zhenyong Wei, Zhongming Jin, Qianxiao Wei, Jianqiang Huang, Xian-Sheng Hua, Deng Cai, Xiaofei He:
Decouple co-adaptation: Classifier randomization for person re-identification. Neurocomputing 383: 1-9 (2020) - [j77]Yaming Yang, Hongmin Liu, Ziyu Guan, Xiaofei He, Gaoliang Liu:
CoHomo: A cluster-attribute correlation aware graph clustering framework. Neurocomputing 412: 327-338 (2020) - [j76]Long Wei, Zhenyong Wei, Zhongming Jin, Zhengxu Yu, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
SIF: Self-Inspirited Feature Learning for Person Re-Identification. IEEE Trans. Image Process. 29: 4942-4951 (2020) - [j75]Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He:
Continuous Influence Maximization. ACM Trans. Knowl. Discov. Data 14(3): 29:1-29:38 (2020) - [j74]Wei Zhao, Ziyu Guan, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang, Xiaofei He:
Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. IEEE Trans. Knowl. Data Eng. 32(6): 1092-1103 (2020) - [c112]Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He:
PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module. AAAI 2020: 12460-12467 - [c111]Zhengxu Yu, Shuxian Liang, Long Wei, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification. IJCAI 2020: 2491-2497 - [i21]Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua:
Stable Learning via Causality-based Feature Rectification. CoRR abs/2007.15241 (2020) - [i20]Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
Apparel-invariant Feature Learning for Apparel-changed Person Re-identification. CoRR abs/2008.06181 (2020) - [i19]Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu:
Does Network Width Really Help Adversarial Robustness? CoRR abs/2010.01279 (2020) - [i18]Jia Guo, Minghao Chen, Yao Hu, Chen Zhu, Xiaofei He, Deng Cai:
Spherical Knowledge Distillation. CoRR abs/2010.07485 (2020) - [i17]Jia Guo, Chen Zhu, Yilun Zhao, Heda Wang, Yao Hu, Xiaofei He, Deng Cai:
LAMP: Label Augmented Multimodal Pretraining. CoRR abs/2012.04446 (2020)
2010 – 2019
- 2019
- [j73]Bin Hong, Weizhong Zhang, Wei Liu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang:
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. J. Mach. Learn. Res. 20: 121:1-121:39 (2019) - [j72]Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Luning Wei, Xiaofei He, Yu Cao, Jae-sun Seo:
A Real-Time 17-Scale Object Detection Accelerator With Adaptive 2000-Stage Classification in 65 nm CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(10): 3843-3853 (2019) - [c110]Yang Liu, Jishun Guo, Deng Cai, Xiaofei He:
Attribute Attention for Semantic Disambiguation in Zero-Shot Learning. ICCV 2019: 6697-6706 - [c109]Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He:
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. IJCAI 2019: 3785-3791 - [c108]Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
Progressive Transfer Learning for Person Re-identification. IJCAI 2019: 4220-4226 - [c107]Zhu Zhang, Zhou Zhao, Zhijie Lin, Jingkuan Song, Xiaofei He:
Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. IJCAI 2019: 4383-4389 - [c106]Jun Zhao, Zhou Zhou, Ziyu Guan, Wei Zhao, Wei Ning, Guang Qiu, Xiaofei He:
IntentGC: A Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. KDD 2019: 2347-2357 - [i16]Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He:
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. CoRR abs/1906.10337 (2019) - [i15]Zhu Zhang, Zhou Zhao, Zhijie Lin, Jingkuan Song, Xiaofei He:
Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. CoRR abs/1906.12158 (2019) - [i14]Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. CoRR abs/1907.09692 (2019) - [i13]Jun Zhao, Zhou Zhou, Ziyu Guan, Wei Zhao, Wei Ning, Guang Qiu, Xiaofei He:
IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. CoRR abs/1907.12377 (2019) - [i12]Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. CoRR abs/1908.01816 (2019) - [i11]Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
Progressive Transfer Learning for Person Re-identification. CoRR abs/1908.02492 (2019) - [i10]Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He:
PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module. CoRR abs/1911.06084 (2019) - 2018
- [j71]Ge Wen, Huaguan Chen, Deng Cai, Xiaofei He:
Improving face recognition with domain adaptation. Neurocomputing 287: 45-51 (2018) - [j70]Kuoliang Wu, Deng Cai, Xiaofei He:
Multi-label active learning based on submodular functions. Neurocomputing 313: 436-442 (2018) - [j69]Ge Wen, Yi Mao, Deng Cai, Xiaofei He:
Split-Net: Improving face recognition in one forwarding operation. Neurocomputing 314: 94-100 (2018) - [j68]Xiantong Zhen, Mengyang Yu, Xiaofei He, Shuo Li:
Multi-Target Regression via Robust Low-Rank Learning. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 497-504 (2018) - [j67]Peng Chen, Yuanjie Dang, Ronghua Liang, Wei Zhu, Xiaofei He:
Real-Time Object Tracking on a Drone With Multi-Inertial Sensing Data. IEEE Trans. Intell. Transp. Syst. 19(1): 131-139 (2018) - [j66]Wei Zhao, Ziyu Guan, Long Chen, Xiaofei He, Deng Cai, Beidou Wang, Quan Wang:
Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 30(1): 185-197 (2018) - [j65]Weizhong Zhang, Tingjin Luo, Shuang Qiu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang:
Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks. IEEE Trans. Knowl. Data Eng. 30(11): 2145-2156 (2018) - [j64]Zhou Zhao, Qifan Yang, Hanqing Lu, Tim Weninger, Deng Cai, Xiaofei He, Yueting Zhuang:
Social-Aware Movie Recommendation via Multimodal Network Learning. IEEE Trans. Multim. 20(2): 430-440 (2018) - [j63]Zechao Li, Jinhui Tang, Xiaofei He:
Robust Structured Nonnegative Matrix Factorization for Image Representation. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1947-1960 (2018) - [c105]Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. ACL (1) 2018: 989-999 - [c104]Zhou Zhao, Lingtao Meng, Jun Xiao, Min Yang, Fei Wu, Deng Cai, Xiaofei He, Yueting Zhuang:
Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning. IJCAI 2018: 3184-3190 - [c103]Zhou Zhao, Xinghua Jiang, Deng Cai, Jun Xiao, Xiaofei He, Shiliang Pu:
Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network. IJCAI 2018: 3690-3696 - [c102]Wei Qian, Cong Fu, Yu Zhu, Deng Cai, Xiaofei He:
Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism. IJCAI 2018: 4286-4292 - [c101]Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He:
Deep Reinforcement Learning for Sponsored Search Real-time Bidding. KDD 2018: 1021-1030 - [c100]Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. NeurIPS 2018: 6095-6105 - [c99]Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He:
Dialogue Act Recognition via CRF-Attentive Structured Network. SIGIR 2018: 225-234 - [i9]Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He:
Deep Reinforcement Learning for Sponsored Search Real-time Bidding. CoRR abs/1803.00259 (2018) - 2017
- [j62]Weizhong Zhang, Lijun Zhang, Zhongming Jin, Rong Jin, Deng Cai, Xuelong Li, Ronghua Liang, Xiaofei He:
Sparse Learning with Stochastic Composite Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 39(6): 1223-1236 (2017) - [c98]Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang:
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning. AAAI 2017: 3532-3539 - [c97]Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo:
A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS. ASP-DAC 2017: 21-22 - [c96]Weizhong Zhang, Bin Hong, Wei Liu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang:
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. ICML 2017: 4016-4025 - [c95]Xin Guo, Boyuan Pan, Deng Cai, Xiaofei He:
Robust Asymmetric Bayesian Adaptive Matrix Factorization. IJCAI 2017: 1760-1766 - [c94]Zhou Zhao, Qifan Yang, Deng Cai, Xiaofei He, Yueting Zhuang:
Video Question Answering via Hierarchical Spatio-Temporal Attention Networks. IJCAI 2017: 3518-3524 - [c93]Zhou Zhao, Ben Gao, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang:
Link Prediction via Ranking Metric Dual-Level Attention Network Learning. IJCAI 2017: 3525-3531 - [c92]Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang:
Microblog Sentiment Classification via Recurrent Random Walk Network Learning. IJCAI 2017: 3532-3538 - [c91]Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo:
A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS. ISCAS 2017: 1-4 - [c90]Zhou Zhao, Jinghao Lin, Xinghua Jiang, Deng Cai, Xiaofei He, Yueting Zhuang:
Video Question Answering via Hierarchical Dual-Level Attention Network Learning. ACM Multimedia 2017: 1050-1058 - [i8]Boyuan Pan, Hao Li, Zhou Zhao, Bin Cao, Deng Cai, Xiaofei He:
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension. CoRR abs/1707.09098 (2017) - [i7]Junying Li, Deng Cai, Xiaofei He:
Learning Graph-Level Representation for Drug Discovery. CoRR abs/1709.03741 (2017) - [i6]Zheqian Chen, Rongqin Yang, Bin Cao, Zhou Zhao, Deng Cai, Xiaofei He:
Smarnet: Teaching Machines to Read and Comprehend Like Human. CoRR abs/1710.02772 (2017) - [i5]Boyuan Pan, Hao Li, Zhou Zhao, Deng Cai, Xiaofei He:
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation. CoRR abs/1711.00179 (2017) - [i4]Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He:
Dialogue Act Recognition via CRF-Attentive Structured Network. CoRR abs/1711.05568 (2017) - 2016
- [j61]Bin Hong, Long Wei, Yao Hu, Deng Cai, Xiaofei He:
Online robust principal component analysis via truncated nuclear norm regularization. Neurocomputing 175: 216-222 (2016) - [j60]Hongyang Xue, Yao Liu, Deng Cai, Xiaofei He:
Tracking people in RGBD videos using deep learning and motion clues. Neurocomputing 204: 70-76 (2016) - [j59]Yu Zhu, Ziyu Guan, Shulong Tan, Haifeng Liu, Deng Cai, Xiaofei He:
Heterogeneous hypergraph embedding for document recommendation. Neurocomputing 216: 150-162 (2016) - [j58]Xiaofei He, Chiyuan Zhang, Lijun Zhang, Xuelong Li:
A-Optimal Projection for Image Representation. IEEE Trans. Pattern Anal. Mach. Intell. 38(5): 1009-1015 (2016) - [j57]Mengyang Yu, Ling Shao, Xiantong Zhen, Xiaofei He:
Local Feature Discriminant Projection. IEEE Trans. Pattern Anal. Mach. Intell. 38(9): 1908-1914 (2016) - [j56]Haoran Liang, Ronghua Liang, Mingli Song, Xiaofei He:
Coupled Dictionary Learning for the Detail-Enhanced Synthesis of 3-D Facial Expressions. IEEE Trans. Cybern. 46(4): 890-901 (2016) - [j55]Zhou Zhao, Xiaofei He, Deng Cai, Lijun Zhang, Wilfred Ng, Yueting Zhuang:
Graph Regularized Feature Selection with Data Reconstruction. IEEE Trans. Knowl. Data Eng. 28(3): 689-700 (2016) - [j54]Jiajun Bu, Xin Shen, Bin Xu, Chun Chen, Xiaofei He, Deng Cai:
Improving Collaborative Recommendation via User-Item Subgroups. IEEE Trans. Knowl. Data Eng. 28(9): 2363-2375 (2016) - [j53]Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang:
User Preference Learning for Online Social Recommendation. IEEE Trans. Knowl. Data Eng. 28(9): 2522-2534 (2016) - [j52]Yao Hu, Chen Zhao, Deng Cai, Xiaofei He, Xuelong Li:
Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion. ACM Trans. Multim. Comput. Commun. Appl. 12(3): 43:1-43:25 (2016) - [c89]Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He:
Accelerated Sparse Linear Regression via Random Projection. AAAI 2016: 2337-2343 - [c88]Wei Qian, Bin Hong, Deng Cai, Xiaofei He, Xuelong Li:
Non-Negative Matrix Factorization with Sinkhorn Distance. IJCAI 2016: 1960-1966 - [c87]Zhou Zhao, Qifan Yang, Deng Cai, Xiaofei He, Yueting Zhuang:
Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning. IJCAI 2016: 3000-3006 - [c86]Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang:
Partial Multi-Modal Sparse Coding via Adaptive Similarity Structure Regularization. ACM Multimedia 2016: 152-156 - [c85]Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He:
Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users? SIGMOD Conference 2016: 727-741 - [i3]Weizhong Zhang, Bin Hong, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang:
Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction. CoRR abs/1607.06996 (2016) - 2015
- [j51]Yao Hu, Zhongming Jin, Yi Shi, Debing Zhang, Deng Cai, Xiaofei He:
Large scale multi-class classification with truncated nuclear norm regularization. Neurocomputing 148: 310-317 (2015) - [j50]Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He:
Unsupervised document summarization from data reconstruction perspective. Neurocomputing 157: 356-366 (2015) - [j49]Shibiao Xu, Feihu Zhang, Xiaofei He, Xukun Shen, Xiaopeng Zhang:
PM-PM: PatchMatch With Potts Model for Object Segmentation and Stereo Matching. IEEE Trans. Image Process. 24(7): 2182-2196 (2015) - [j48]Shangming Yang, Zhang Yi, Xiaofei He, Xuelong Li:
A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. IEEE Trans. Image Process. 24(12): 5302-5314 (2015) - [j47]Bin Xu, Jiajun Bu, Chun Chen, Can Wang, Deng Cai, Xiaofei He:
EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval. IEEE Trans. Knowl. Data Eng. 27(1): 102-114 (2015) - [j46]Zhou Zhao, Lijun Zhang, Xiaofei He, Wilfred Ng:
Expert Finding for Question Answering via Graph Regularized Matrix Completion. IEEE Trans. Knowl. Data Eng. 27(4): 993-1004 (2015) - [j45]Chuan-Xian Ren, Dao-Qing Dai, Xiaofei He, Hong Yan:
Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 27(11): 3070-3083 (2015) - [c84]Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang:
Mobile Query Recommendation via Tensor Function Learning. IJCAI 2015: 4084-4090 - [c83]Debing Zhang, Long Wei, Bin Hong, Yao Hu, Deng Cai, Xiaofei He:
Event Recovery by Faster Truncated Nuclear Norm Minimization. IScIDE (2) 2015: 171-180 - [e2]Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang:
Intelligence Science and Big Data Engineering. Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part I. Lecture Notes in Computer Science 9242, Springer 2015, ISBN 978-3-319-23987-3 [contents] - [e1]Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang:
Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part II. Lecture Notes in Computer Science 9243, Springer 2015, ISBN 978-3-319-23861-6 [contents] - 2014
- [j44]Ji Yang, Bin Xu, Binbin Lin, Xiaofei He:
Multi-Query Parallel Field Ranking for image retrieval. Neurocomputing 135: 192-202 (2014) - [j43]Xiaofei He, Changyin Sun:
Special issue on advances in intelligence science and intelligent data engineering. Neurocomputing 139: 1-2 (2014) - [j42]Haixia Wang, Qian Kemao, Ronghua Liang, Huayin Wang, Ming Zhao, Xiaofei He:
Oriented boundary padding for iterative and oriented fringe pattern denoising techniques. Signal Process. 102: 112-121 (2014) - [j41]Zhongming Jin, Debing Zhang, Yao Hu, Shiding Lin, Deng Cai, Xiaofei He:
Fast and Accurate Hashing Via Iterative Nearest Neighbors Expansion. IEEE Trans. Cybern. 44(11): 2167-2177 (2014) - [j40]Shulong Tan, Yang Li, Huan Sun, Ziyu Guan, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He:
Interpreting the Public Sentiment Variations on Twitter. IEEE Trans. Knowl. Data Eng. 26(5): 1158-1170 (2014) - [j39]Shangming Yang, Zhang Yi, Mao Ye, Xiaofei He:
Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 26(9): 2151-2165 (2014) - [j38]Ronghua Liang, Hai Zhuge, Xiaorui Jiang, Qiang Zeng, Xiaofei He:
Scaling Hop-Based Reachability Indexing for Fast Graph Pattern Query Processing. IEEE Trans. Knowl. Data Eng. 26(11): 2803-2817 (2014) - [c82]Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He:
Sparse Learning for Stochastic Composite Optimization. AAAI 2014: 893-900 - [c81]Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye:
Geodesic Distance Function Learning via Heat Flow on Vector Fields. ICML 2014: 145-153 - [c80]Yao Hu, Zhongming Jin, Hongyi Ren, Deng Cai, Xiaofei He:
Iterative Multi-View Hashing for Cross Media Indexing. ACM Multimedia 2014: 527-536 - [i2]Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye:
Geodesic Distance Function Learning via Heat Flow on Vector Fields. CoRR abs/1405.0133 (2014) - 2013
- [j37]Guanhong Yao, Ke Lu, Xiaofei He:
G-Optimal Feature Selection with Laplacian regularization. Neurocomputing 119: 175-181 (2013) - [j36]Xiaofei He:
Editorial of the Special Issue on Manifold Learning. Int. J. Softw. Informatics 7(3): 357-358 (2013) - [j35]Binbin Lin, Xiaofei He, Chiyuan Zhang, Ming Ji:
Parallel vector field embedding. J. Mach. Learn. Res. 14(1): 2945-2977 (2013) - [j34]Yao Hu, Debing Zhang, Jieping Ye, Xuelong Li, Xiaofei He:
Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 35(9): 2117-2130 (2013) - [j33]Chiyuan Zhang, Xiaofei He:
Image Compression by Learning to Minimize the Total Error. IEEE Trans. Circuits Syst. Video Technol. 23(4): 565-576 (2013) - [j32]Yan Chen, Jiemi Zhang, Deng Cai, Wei Liu, Xiaofei He:
Nonnegative Local Coordinate Factorization for Image Representation. IEEE Trans. Image Process. 22(3): 969-979 (2013) - [j31]Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han:
Parallel Field Ranking. ACM Trans. Knowl. Discov. Data 7(3): 15:1-15:21 (2013) - [c79]Lijun Zhang, Jinfeng Yi, Rong Jin, Ming Lin, Xiaofei He:
Online Kernel Learning with a Near Optimal Sparsity Bound. ICML (3) 2013: 621-629 - [c78]Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He:
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions. ICML (3) 2013: 1121-1129 - [c77]Debing Zhang, Genmao Yang, Yao Hu, Zhongming Jin, Deng Cai, Xiaofei He:
A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing. IJCAI 2013: 681-688 - [c76]Yao Hu, Debing Zhang, Zhongming Jin, Deng Cai, Xiaofei He:
Active Learning Based on Local Representation. IJCAI 2013: 1415-1421 - [c75]Bin Xu, Jiajun Bu, Yue Lin, Chun Chen, Xiaofei He, Deng Cai:
Harmonious Hashing. IJCAI 2013: 1820-1826 - [c74]Chuhang Zou, Yao Hu, Deng Cai, Xiaofei He:
Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery. IScIDE 2013: 238-245 - [c73]Xiangbo Mao, Binbin Lin, Deng Cai, Xiaofei He, Jian Pei:
Parallel field alignment for cross media retrieval. ACM Multimedia 2013: 897-906 - [c72]Xinyan Lu, Fei Wu, Siliang Tang, Zhongfei Zhang, Xiaofei He, Yueting Zhuang:
A low rank structural large margin method for cross-modal ranking. SIGIR 2013: 433-442 - [c71]Beidou Wang, Can Wang, Jiajun Bu, Chun Chen, Wei Vivian Zhang, Deng Cai, Xiaofei He:
Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems. WWW 2013: 1331-1340 - [i1]Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He:
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions. CoRR abs/1304.0740 (2013) - 2012
- [j30]Lijun Zhang, Chun Chen, Jiajun Bu, Xiaofei He:
A Unified Feature and Instance Selection Framework Using Optimum Experimental Design. IEEE Trans. Image Process. 21(5): 2379-2388 (2012) - [j29]Deng Cai, Xiaofei He:
Manifold Adaptive Experimental Design for Text Categorization. IEEE Trans. Knowl. Data Eng. 24(4): 707-719 (2012) - [j28]Jianping Fan, Xiaofei He, Ning Zhou, Jinye Peng, Ramesh C. Jain:
Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection. IEEE Trans. Multim. 14(5): 1414-1428 (2012) - [c70]Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He:
Document Summarization Based on Data Reconstruction. AAAI 2012: 620-626 - [c69]Yue Lin, Rong Jin, Deng Cai, Xiaofei He:
Random Projection with Filtering for Nearly Duplicate Search. AAAI 2012: 641-647 - [c68]Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He:
Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression. AAAI 2012: 1219-1225 - [c67]Debing Zhang, Yao Hu, Jieping Ye, Xuelong Li, Xiaofei He:
Matrix completion by Truncated Nuclear Norm Regularization. CVPR 2012: 2192-2199 - [c66]Yao Hu, Debing Zhang, Jun Liu, Jieping Ye, Xiaofei He:
Accelerated singular value thresholding for matrix completion. KDD 2012: 298-306 - [c65]Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han:
Parallel field ranking. KDD 2012: 723-731 - [c64]Jiajun Bu, Bin Xu, Chenxia Wu, Chun Chen, Jianke Zhu, Deng Cai, Xiaofei He:
Unsupervised face-name association via commute distance. ACM Multimedia 2012: 219-228 - [c63]Binbin Lin, Sen Yang, Chiyuan Zhang, Jieping Ye, Xiaofei He:
Multi-task Vector Field Learning. NIPS 2012: 296-304 - 2011
- [j27]Wei Hua, Xiaofei He:
Discriminative concept factorization for data representation. Neurocomputing 74(18): 3800-3807 (2011) - [j26]Deng Cai, Xiaofei He, Jiawei Han, Thomas S. Huang:
Graph Regularized Nonnegative Matrix Factorization for Data Representation. IEEE Trans. Pattern Anal. Mach. Intell. 33(8): 1548-1560 (2011) - [j25]Xiaofei He, Ming Ji, Chiyuan Zhang, Hujun Bao:
A Variance Minimization Criterion to Feature Selection Using Laplacian Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 33(10): 2013-2025 (2011) - [j24]Lijun Zhang, Chun Chen, Jiajun Bu, Deng Cai, Xiaofei He, Thomas S. Huang:
Active Learning Based on Locally Linear Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 33(10): 2026-2038 (2011) - [j23]Can Wang, Xiaofei He, Jiajun Bu, Zhengguang Chen, Chun Chen, Ziyu Guan:
Image representation using Laplacian regularized nonnegative tensor factorization. Pattern Recognit. 44(10-11): 2516-2526 (2011) - [j22]Deng Cai, Xiaofei He, Jiawei Han:
Locally Consistent Concept Factorization for Document Clustering. IEEE Trans. Knowl. Data Eng. 23(6): 902-913 (2011) - [j21]Xiaofei He, Deng Cai, Yuanlong Shao, Hujun Bao, Jiawei Han:
Laplacian Regularized Gaussian Mixture Model for Data Clustering. IEEE Trans. Knowl. Data Eng. 23(9): 1406-1418 (2011) - [j20]Shulong Tan, Jiajun Bu, Chun Chen, Bin Xu, Can Wang, Xiaofei He:
Using rich social media information for music recommendation via hypergraph model. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 22 (2011) - [j19]Deng Cai, Xiaofei He, Jiawei Han:
Speed up kernel discriminant analysis. VLDB J. 20(1): 21-33 (2011) - [c62]Yan Chen, Hujun Bao, Xiaofei He:
Non-negative local coordinate factorization for image representation. CVPR 2011: 569-574 - [c61]Deng Cai, Hujun Bao, Xiaofei He:
Sparse concept coding for visual analysis. CVPR 2011: 2905-2910 - [c60]Binbin Lin, Chiyuan Zhang, Xiaofei He:
Orthogonal Projection Analysis. IScIDE 2011: 1-8 - [c59]Binbin Lin, Chiyuan Zhang, Xiaofei He:
Semi-supervised Regression via Parallel Field Regularization. NIPS 2011: 433-441 - [c58]Ming Ji, Jun Yan, Siyu Gu, Jiawei Han, Xiaofei He, Wei Vivian Zhang, Zheng Chen:
Learning search tasks in queries and web pages via graph regularization. SIGIR 2011: 55-64 - [c57]Bin Xu, Jiajun Bu, Chun Chen, Deng Cai, Xiaofei He, Wei Liu, Jiebo Luo:
Efficient manifold ranking for image retrieval. SIGIR 2011: 525-534 - [p1]Shulong Tan, Jiajun Bu, Chun Chen, Xiaofei He:
Using Rich Social Media Information for Music Recommendation via Hypergraph Model. Social Media Modeling and Computing 2011: 213-237 - 2010
- [j18]Guang Qiu, Xiaofei He, Feng Zhang, Yuan Shi, Jiajun Bu, Chun Chen:
DASA: Dissatisfaction-oriented Advertising based on Sentiment Analysis. Expert Syst. Appl. 37(9): 6182-6191 (2010) - [j17]Binbin Lin, Xiaofei He, Yuan Zhou, Ligang Liu, Ke Lu:
Approximately harmonic projection: Theoretical analysis and an algorithm. Pattern Recognit. 43(10): 3307-3313 (2010) - [j16]Xiaofei He:
Laplacianfaces. Scholarpedia 5(8): 9324 (2010) - [j15]Yahong Han, Fei Wu, Yueting Zhuang, Xiaofei He:
Multi-Label Transfer Learning With Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 20(8): 1110-1121 (2010) - [j14]Xiaofei He:
Laplacian Regularized D-Optimal Design for Active Learning and Its Application to Image Retrieval. IEEE Trans. Image Process. 19(1): 254-263 (2010) - [c56]Jialu Liu, Deng Cai, Xiaofei He:
Gaussian Mixture Model with Local Consistency. AAAI 2010: 512-517 - [c55]Zhou Yu, Deng Cai, Xiaofei He:
Error-correcting output hashing in fast similarity search. ICIMCS 2010: 7-10 - [c54]Deng Cai, Chiyuan Zhang, Xiaofei He:
Unsupervised feature selection for multi-cluster data. KDD 2010: 333-342 - [c53]Lijun Zhang, Chun Chen, Jiajun Bu, Zhengguang Chen, Shulong Tan, Xiaofei He:
Discriminative codeword selection for image representation. ACM Multimedia 2010: 173-182 - [c52]Jiajun Bu, Shulong Tan, Chun Chen, Can Wang, Hao Wu, Lijun Zhang, Xiaofei He:
Music recommendation by unified hypergraph: combining social media information and music content. ACM Multimedia 2010: 391-400 - [c51]Feng Xie, Yi Shen, Xiaofei He:
K-way min-max cut for image clustering and junk images filtering from Google images. ACM Multimedia 2010: 803-806 - [c50]Ziyu Guan, Can Wang, Jiajun Bu, Chun Chen, Kun Yang, Deng Cai, Xiaofei He:
Document recommendation in social tagging services. WWW 2010: 391-400
2000 – 2009
- 2009
- [j13]Can Wang, Jun Zhao, Xiaofei He, Chun Chen, Jiajun Bu:
Image retrieval using nonlinear manifold embedding. Neurocomputing 72(16-18): 3922-3929 (2009) - [c49]Xiaofei He, Ming Ji, Hujun Bao:
A unified active and semi-supervised learning framework for image compression. CVPR 2009: 65-72 - [c48]Xiaofei He, Deng Cai:
Active subspace learning. ICCV 2009: 911-916 - [c47]Deng Cai, Xuanhui Wang, Xiaofei He:
Probabilistic dyadic data analysis with local and global consistency. ICML 2009: 105-112 - [c46]Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han:
Locality Preserving Nonnegative Matrix Factorization. IJCAI 2009: 1010-1015 - [c45]Xiaofei He, Ming Ji, Hujun Bao:
Graph Embedding with Constraints. IJCAI 2009: 1065-1070 - [c44]Lijun Zhang, Chun Chen, Wei Chen, Jiajun Bu, Deng Cai, Xiaofei He:
Convex experimental design using manifold structure for image retrieval. ACM Multimedia 2009: 45-54 - [c43]Yuanlong Shao, Yuan Zhou, Xiaofei He, Deng Cai, Hujun Bao:
Semi-supervised topic modeling for image annotation. ACM Multimedia 2009: 521-524 - [c42]Junfeng Wang, Xiaofei He, Can Wang, Jian Pei, Jiajun Bu, Chun Chen, Ziyu Guan, Gang Lu:
News article extraction with template-independent wrapper. WWW 2009: 1085-1086 - [c41]Hao Wu, Guang Qiu, Xiaofei He, Yuan Shi, Mingcheng Qu, Jing Shen, Jiajun Bu, Chun Chen:
Advertising keyword generation using active learning. WWW 2009: 1095-1096 - [c40]Junyan Zhu, Can Wang, Xiaofei He, Jiajun Bu, Chun Chen, Shujie Shang, Mingcheng Qu, Gang Lu:
Tag-oriented document summarization. WWW 2009: 1195-1196 - [c39]Mingcheng Qu, Guang Qiu, Xiaofei He, Cheng Zhang, Hao Wu, Jiajun Bu, Chun Chen:
Probabilistic question recommendation for question answering communities. WWW 2009: 1229-1230 - 2008
- [j12]Jidong Zhao, Ke Lu, Xiaofei He:
Locality sensitive semi-supervised feature selection. Neurocomputing 71(10-12): 1842-1849 (2008) - [j11]Xiaofei He, Pradhuman Jhala:
Regularized query classification using search click information. Pattern Recognit. 41(7): 2283-2288 (2008) - [j10]Deng Cai, Xiaofei He, Jiawei Han:
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 20(1): 1-12 (2008) - [j9]Xiaofei He, Deng Cai, Jiawei Han:
Learning a Maximum Margin Subspace for Image Retrieval. IEEE Trans. Knowl. Data Eng. 20(2): 189-201 (2008) - [c38]Deng Cai, Xiaofei He, Jiawei Han:
Sparse Projections over Graph. AAAI 2008: 610-615 - [c37]Deng Cai, Xiaofei He, Jiawei Han:
Training Linear Discriminant Analysis in Linear Time. ICDE 2008: 209-217 - [c36]Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han:
Non-negative Matrix Factorization on Manifold. ICDM 2008: 63-72 - 2007
- [j8]Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma, Hong-Jiang Zhang:
Clustering and searching WWW images using link and page layout analysis. ACM Trans. Multim. Comput. Commun. Appl. 3(2): 10 (2007) - [c35]Deng Cai, Xiaofei He, Jiawei Han:
Isometric Projection. AAAI 2007: 528-533 - [c34]Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han:
Regularized locality preserving indexing via spectral regression. CIKM 2007: 741-750 - [c33]Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang:
Learning a Spatially Smooth Subspace for Face Recognition. CVPR 2007 - [c32]Deng Cai, Xiaofei He, Jiawei Han:
Spectral Regression for Efficient Regularized Subspace Learning. ICCV 2007: 1-8 - [c31]Deng Cai, Xiaofei He, Jiawei Han:
Semi-supervised Discriminant Analysis. ICCV 2007: 1-7 - [c30]Deng Cai, Xiaofei He, Jiawei Han:
Spectral Regression: A Unified Approach for Sparse Subspace Learning. ICDM 2007: 73-82 - [c29]Deng Cai, Xiaofei He, Jiawei Han:
Efficient Kernel Discriminant Analysis via Spectral Regression. ICDM 2007: 427-432 - [c28]Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao:
Locality Sensitive Discriminant Analysis. IJCAI 2007: 708-713 - [c27]Deng Cai, Xiaofei He, Jiawei Han:
Regularized regression on image manifold for retrieval. Multimedia Information Retrieval 2007: 11-20 - [c26]Deng Cai, Xiaofei He, Jiawei Han:
Spectral regression: a unified subspace learning framework for content-based image retrieval. ACM Multimedia 2007: 403-412 - [c25]Xiaofei He, Wanli Min, Deng Cai, Kun Zhou:
Laplacian optimal design for image retrieval. SIGIR 2007: 119-126 - [c24]Wei Vivian Zhang, Xiaofei He, Benjamin Rey, Rosie Jones:
Query rewriting using active learning for sponsored search. SIGIR 2007: 853-854 - 2006
- [j7]Deng Cai, Xiaofei He, Jiawei Han, HongJiang Zhang:
Orthogonal Laplacianfaces for Face Recognition. IEEE Trans. Image Process. 15(11): 3608-3614 (2006) - [c23]Ke Lu, Xiaofei He, Jidong Zhao:
Semi-supervised Support Vector Learning for Face Recognition. ISNN (2) 2006: 104-109 - [c22]Deng Cai, Xiaofei He, Jiawei Han:
Tensor space model for document analysis. SIGIR 2006: 625-626 - 2005
- [j6]Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, HongJiang Zhang:
Face Recognition Using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. 27(3): 328-340 (2005) - [j5]Ke Lu, Xiaofei He:
Image retrieval based on incremental subspace learning. Pattern Recognit. 38(11): 2047-2054 (2005) - [j4]Deng Cai, Xiaofei He, Jiawei Han:
Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng. 17(12): 1624-1637 (2005) - [c21]Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang:
Neighborhood Preserving Embedding. ICCV 2005: 1208-1213 - [c20]Xiaofei He, Deng Cai, Wanli Min:
Statistical and computational analysis of locality preserving projection. ICML 2005: 281-288 - [c19]Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han:
Mining hidden community in heterogeneous social networks. LinkKDD 2005: 58-65 - [c18]Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han:
Image clustering with tensor representation. ACM Multimedia 2005: 132-140 - [c17]Xiaofei He, Deng Cai, Partha Niyogi:
Tensor Subspace Analysis. NIPS 2005: 499-506 - [c16]Xiaofei He, Deng Cai, Partha Niyogi:
Laplacian Score for Feature Selection. NIPS 2005: 507-514 - [c15]Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han:
Community Mining from Multi-relational Networks. PKDD 2005: 445-452 - [c14]Deng Cai, Xiaofei He:
Orthogonal locality preserving indexing. SIGIR 2005: 3-10 - 2004
- [j3]Wanli Min, Ke Lu, Xiaofei He:
Locality pursuit embedding. Pattern Recognit. 37(4): 781-788 (2004) - [j2]Shuicheng Yan, Xiaofei He, Yuxiao Hu, HongJiang Zhang, Mingjing Li, QianSheng Cheng:
Bayesian shape localization for face recognition using global and local textures. IEEE Trans. Circuits Syst. Video Technol. 14(1): 102-113 (2004) - [c13]Ke Lu, Xiaofei He, Jiazhi Zeng:
Image Retrieval Using Dimensionality Reduction. CIS 2004: 775-781 - [c12]Deng Cai, Xiaofei He, Wei-Ying Ma, Ji-Rong Wen, HongJiang Zhang:
Organizing WWW images based on the analysis of page layout and Web link structure. ICME 2004: 113-116 - [c11]Xiaofei He:
Incremental semi-supervised subspace learning for image retrieval. ACM Multimedia 2004: 2-8 - [c10]Xiaofei He, Wei-Ying Ma, HongJiang Zhang:
Learning an image manifold for retrieval. ACM Multimedia 2004: 17-23 - [c9]Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin:
Locality preserving clustering for image database. ACM Multimedia 2004: 885-891 - [c8]Deng Cai, Xiaofei He, Zhiwei Li, Wei-Ying Ma, Ji-Rong Wen:
Hierarchical clustering of WWW image search results using visual, textual and link information. ACM Multimedia 2004: 952-959 - [c7]Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma:
Locality preserving indexing for document representation. SIGIR 2004: 96-103 - [c6]Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma:
Block-level link analysis. SIGIR 2004: 440-447 - 2003
- [j1]Xiaofei He, Oliver King, Wei-Ying Ma, Mingjing Li, HongJiang Zhang:
Learning a semantic space from user's relevance feedback for image retrieval. IEEE Trans. Circuits Syst. Video Technol. 13(1): 39-48 (2003) - [c5]Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang:
Learning a Locality Preserving Subspace for Visual Recognition. ICCV 2003: 385-393 - [c4]Xiaofei He, Wei-Ying Ma, Hong-Jiang Zhang:
Imagerank: spectral techniques for structural analysis of image database. ICME 2003: 25-28 - [c3]Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel:
Knowing a tree from the forest: art image retrieval using a society of profiles. ACM Multimedia 2003: 622-631 - [c2]Xiaofei He, Partha Niyogi:
Locality Preserving Projections. NIPS 2003: 153-160 - 2002
- [c1]Xiaofei He, Wei-Ying Ma, Oliver King, Mingjing Li, HongJiang Zhang:
Learning and inferring a semantic space from user's relevance feedback for image retrieval. ACM Multimedia 2002: 343-346
Coauthor Index
[i61] [j88] [j87] [j85] [j84] [c132] [i54] [j83] [c127] [c126] [c124] [c123] [c122] [c121] [c120] [i43] [i42] [i41] [i40] [i38] [i36] [j81] [j79] [c119] [c118] [c113] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [j78] [j76] [c112] [c111] [i21] [i20] [i19] [i18] [i17] [j73] [c110] [c109] [c108] [i16] [i14] [i12] [i11] [i10] [j71] [j70] [j69] [j66] [j65] [j64] [c105] [c104] [c103] [c102] [c100] [c99] [j62] [c98] [c96] [c95] [c94] [c93] [c92] [c90] [i8] [i7] [i6] [i5] [i4] [j61] [j60] [j59] [j55] [j54] [j53] [j52] [c89] [c88] [c87] [c86] [i3] [j51] [j50] [j47] [c83] [j41] [c82] [c80] [j32] [j31] [c77] [c76] [c75] [c74] [c73] [c71] [j29] [c70] [c69] [c65] [c64] [j26] [j24] [j22] [j21] [j19] [c61] [c57] [c56] [c55] [c54] [c50] [c48] [c47] [c46] [c44] [c43] [j10] [j9] [c38] [c37] [c36] [j8] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [j7] [c22] [j4] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c12] [c9] [c8] [c7] [c6]
HongJiang Zhang
aka: Hong-Jiang Zhang
aka: Hong-Jiang Zhang
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