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2020 – today
- 2024
[j43]Kaiquan Cai, Yuejingyan Wang, Yang Yang
, Shengsheng Qian:
AAGNN: Adaptive Airport Graph Neural Network for flight sequence prediction. Expert Syst. Appl. 256: 125013 (2024)- [j42]Nuojia Xu, Jun Hu, Quan Fang, Dizhan Xue, Yongxi Li, Shengsheng Qian:
Tri-relational multi-faceted graph neural networks for automatic question tagging. Neurocomputing 576: 127250 (2024) - [j41]Dizhan Xue, Shengsheng Qian, Changsheng Xu:
Integrating Neural-Symbolic Reasoning With Variational Causal Inference Network for Explanatory Visual Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7893-7908 (2024) - [j40]Yongxi Li, Wenzhong Tang, Shuai Wang, Shengsheng Qian, Changsheng Xu:
Distribution-Guided Hierarchical Calibration Contrastive Network for Unsupervised Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7149-7164 (2024) - [j39]Shengsheng Qian, Dizhan Xue, Jun Hu, Huaiwen Zhang, Changsheng Xu:
Nonparametric Clustering-Guided Cross-View Contrastive Learning for Partially View-Aligned Representation Learning. IEEE Trans. Image Process. 33: 6158-6172 (2024) - [j38]Yang Yang, Yishan Zhang, Shengsheng Qian, Kaiquan Cai:
Scenario-Guided Transformer-Enabled Multi-Modal Unknown Event Classification for Air Transport. IEEE Trans. Intell. Transp. Syst. 25(12): 21658-21671 (2024) - [j37]Jun Hu, Bryan Hooi, Shengsheng Qian, Quan Fang, Changsheng Xu:
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 36(7): 3281-3296 (2024) - [j36]Jinguang Wang, Shengsheng Qian, Jun Hu, Richang Hong:
Positive Unlabeled Fake News Detection via Multi-Modal Masked Transformer Network. IEEE Trans. Multim. 26: 234-244 (2024) - [j35]Jinguang Wang, Shengsheng Qian, Jun Hu, Richang Hong:
Comment-Context Dual Collaborative Masked Transformer Network for Fake News Detection. IEEE Trans. Multim. 26: 5170-5180 (2024) - [j34]Xingrui Zhuo, Shengsheng Qian, Jun Hu, Fuxin Dai, Kangyi Lin, Gongqing Wu:
Multi-Hop Multi-View Memory Transformer for Session-Based Recommendation. ACM Trans. Inf. Syst. 42(6): 144:1-144:28 (2024) - [c39]Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian:
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents. ACL (1) 2024: 9811-9827 - [c38]Zhenyu Yang, Shengsheng Qian, Dizhan Xue, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu:
Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval. ACM Multimedia 2024: 1245-1254 - [c37]Dizhan Xue, Shengsheng Qian, Changsheng Xu:
Few-Shot Multimodal Explanation for Visual Question Answering. ACM Multimedia 2024: 1875-1884 - [c36]Zhenyu Yang, Dizhan Xue, Shengsheng Qian, Weiming Dong, Changsheng Xu:
LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval. SIGIR 2024: 80-90 - [c35]Huaiwen Zhang, Xinxin Liu, Qing Yang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
T3RD: Test-Time Training for Rumor Detection on Social Media. WWW 2024: 2407-2416 - [i11]Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian:
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents. CoRR abs/2406.03007 (2024) - [i10]Shengsheng Qian, Zuyi Zhou, Dizhan Xue, Bing Wang, Changsheng Xu:
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models. CoRR abs/2409.18996 (2024) - [i9]Xingyu Lu, Yuhang Hu, Changyi Liu, Tianke Zhang, Zhenyu Yang, Zhixiang Ding, Shengsheng Qian, Meng Du, Ruiwen Kang, Kaiyu Tang, Fan Yang, Tingting Gao, Di Zhang, Hai-Tao Zheng, Bin Wen:
Kwai-STaR: Transform LLMs into State-Transition Reasoners. CoRR abs/2411.04799 (2024) - 2023
- [j33]Shengsheng Qian, Dizhan Xue, Quan Fang, Changsheng Xu:
Integrating Multi-Label Contrastive Learning With Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4794-4811 (2023) - [j32]Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu:
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation. IEEE Trans. Comput. Soc. Syst. 10(5): 2660-2671 (2023) - [j31]Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
Debiased Video-Text Retrieval via Soft Positive Sample Calibration. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5257-5270 (2023) - [j30]Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Wenkui Ding, Changsheng Xu:
Heterogeneous Graph Contrastive Learning Network for Personalized Micro-Video Recommendation. IEEE Trans. Multim. 25: 2761-2773 (2023) - [j29]Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
Robust Video-Text Retrieval Via Noisy Pair Calibration. IEEE Trans. Multim. 25: 8632-8645 (2023) - [j28]Kang Liu, Feng Xue, Dan Guo, Peijie Sun, Shengsheng Qian, Richang Hong:
Multimodal Graph Contrastive Learning for Multimedia-Based Recommendation. IEEE Trans. Multim. 25: 9343-9355 (2023) - [j27]Yingying Zhang, Xian Wu, Quan Fang, Shengsheng Qian, Changsheng Xu:
Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation. ACM Trans. Inf. Syst. 41(1): 17:1-17:24 (2023) - [j26]Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu:
User Cold-Start Recommendation via Inductive Heterogeneous Graph Neural Network. ACM Trans. Inf. Syst. 41(3): 64:1-64:27 (2023) - [c34]Yifei Wang, Wang Xiang, Shengjie Zhang, Dizhan Xue, Shengsheng Qian:
TOAC: Try-On Aligning Conformer for Image-Based Virtual Try-On Alignment. CICAI (2) 2023: 29-40 - [c33]Dizhan Xue, Shengsheng Qian, Changsheng Xu:
Variational Causal Inference Network for Explanatory Visual Question Answering. ICCV 2023: 2515-2525 - [c32]Yang Yang, Yishan Zhang, Shengsheng Qian, Minghua Zhang, Kaiquan Cai:
Transformer based Multi-modal Memory-augmented Masked Network for Air Crisis Event Detection. ITSC 2023: 3290-3297 - [c31]Yi Hui, Kaiquan Cai, Minghua Zhang, Shengsheng Qian, Yang Yang:
ATCBERT: Few-shot Intent Recognition for Air Traffic Control Instruction Understanding. ITSC 2023: 4510-4517 - [c30]Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
C2MR: Continual Cross-Modal Retrieval for Streaming Multi-modal Data. ACM Multimedia 2023: 8963-8974 - [c29]Shengsheng Qian, Hong Chen, Dizhan Xue, Quan Fang, Changsheng Xu:
Open-World Social Event Classification. WWW 2023: 1562-1571 - [i8]Dizhan Xue, Shengsheng Qian, Zuyi Zhou, Changsheng Xu:
A Survey on Interpretable Cross-modal Reasoning. CoRR abs/2309.01955 (2023) - [i7]Shengsheng Qian, Yifei Wang, Dizhan Xue, Shengjie Zhang, Huaiwen Zhang, Changsheng Xu:
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking. CoRR abs/2312.07955 (2023) - 2022
- [j25]Xiaowei Zhang, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu:
TCKGE: Transformers with contrastive learning for knowledge graph embedding. Int. J. Multim. Inf. Retr. 11(4): 589-597 (2022) - [j24]Desheng Cai, Shengsheng Qian, Quan Fang, Changsheng Xu:
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation. IEEE Trans. Multim. 24: 805-818 (2022) - [j23]Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection. IEEE Trans. Multim. 24: 1449-1459 (2022) - [j22]Shengsheng Qian, Dizhan Xue, Quan Fang, Changsheng Xu:
Adaptive Label-Aware Graph Convolutional Networks for Cross-Modal Retrieval. IEEE Trans. Multim. 24: 3520-3532 (2022) - [c28]Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu:
Adaptive Anti-Bottleneck Multi-Modal Graph Learning Network for Personalized Micro-video Recommendation. ACM Multimedia 2022: 581-590 - [c27]Dizhan Xue, Shengsheng Qian, Quan Fang, Changsheng Xu:
MMT: Image-guided Story Ending Generation with Multimodal Memory Transformer. ACM Multimedia 2022: 750-758 - [c26]Zhangming Li, Shengsheng Qian, Jie Cao, Quan Fang, Changsheng Xu:
Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification. ACM Multimedia 2022: 1698-1707 - [i6]Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering. CoRR abs/2204.02338 (2022) - 2021
- [j21]Long Ying, Hui Yu, Jinguang Wang, Yongze Ji, Shengsheng Qian:
Multi-Level Multi-Modal Cross-Attention Network for Fake News Detection. IEEE Access 9: 132363-132373 (2021) - [j20]Long Ying, Hui Yu, Jinguang Wang, Yongze Ji, Shengsheng Qian:
Fake News Detection via Multi-Modal Topic Memory Network. IEEE Access 9: 132818-132829 (2021) - [j19]Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu:
Knowledge graph enhanced neural collaborative recommendation. Expert Syst. Appl. 164: 113992 (2021) - [j18]Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu:
Knowledge Graph enhanced Neural Collaborative Filtering with Residual Recurrent Network. Neurocomputing 454: 417-429 (2021) - [j17]Lei Sang, Min Xu, Shengsheng Qian, Matt Martin, Peter Li, Xindong Wu:
Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks. IEEE Trans. Multim. 23: 2019-2032 (2021) - [j16]Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Heterogeneous Community Question Answering via Social-Aware Multi-Modal Co-Attention Convolutional Matching. IEEE Trans. Multim. 23: 2321-2334 (2021) - [j15]Chaofan Chen, Shengsheng Qian, Quan Fang, Changsheng Xu:
HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation. IEEE Trans. Multim. 23: 2335-2346 (2021) - [j14]Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection. IEEE Trans. Multim. 23: 4441-4454 (2021) - [j13]Shengsheng Qian, Jun Hu, Quan Fang, Changsheng Xu:
Knowledge-aware Multi-modal Adaptive Graph Convolutional Networks for Fake News Detection. ACM Trans. Multim. Comput. Commun. Appl. 17(3): 98:1-98:23 (2021) - [c25]Shengsheng Qian, Dizhan Xue, Huaiwen Zhang, Quan Fang, Changsheng Xu:
Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval. AAAI 2021: 2440-2448 - [c24]Song Liu, Haoqi Fan, Shengsheng Qian, Yiru Chen, Wenkui Ding, Zhongyuan Wang:
HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval. ICCV 2021: 11895-11905 - [c23]Jie Cao, Shengsheng Qian, Huaiwen Zhang, Quan Fang, Changsheng Xu:
Global Relation-Aware Attention Network for Image-Text Retrieval. ICMR 2021: 19-28 - [c22]Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu:
Efficient Graph Deep Learning in TensorFlow with tf_geometric. ACM Multimedia 2021: 3775-3778 - [c21]Shengsheng Qian, Jinguang Wang, Jun Hu, Quan Fang, Changsheng Xu:
Hierarchical Multi-modal Contextual Attention Network for Fake News Detection. SIGIR 2021: 153-162 - [i5]Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu:
Efficient Graph Deep Learning in TensorFlow with tf_geometric. CoRR abs/2101.11552 (2021) - [i4]Song Liu, Haoqi Fan, Shengsheng Qian, Yiru Chen, Wenkui Ding, Zhongyuan Wang:
HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval. CoRR abs/2103.15049 (2021) - [i3]Desheng Cai, Jun Hu, Shengsheng Qian, Quan Fang, Quan Zhao, Changsheng Xu:
GRecX: An Efficient and Unified Benchmark for GNN-based Recommendation. CoRR abs/2111.10342 (2021) - [i2]Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Contrastive Adaptive Propagation Graph Neural Networks for Efficient Graph Learning. CoRR abs/2112.01110 (2021) - 2020
- [j12]Jinguang Wang, Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multimodal graph convolutional networks for high quality content recognition. Neurocomputing 412: 42-51 (2020) - [j11]Yingying Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation. ACM Trans. Intell. Syst. Technol. 11(4): 37:1-37:20 (2020) - [j10]Feng Xue, Richang Hong, Xiangnan He, Jianwei Wang, Shengsheng Qian, Changsheng Xu:
Knowledge-Based Topic Model for Multi-Modal Social Event Analysis. IEEE Trans. Multim. 22(8): 2098-2110 (2020) - [j9]Xiaowen Huang, Shengsheng Qian, Quan Fang, Jitao Sang, Changsheng Xu:
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network. ACM Trans. Multim. Comput. Commun. Appl. 16(2): 52:1-52:24 (2020) - [j8]Lingxiang Wu, Min Xu, Shengsheng Qian, Jianwei Cui:
Image to Modern Chinese Poetry Creation via a Constrained Topic-aware Model. ACM Trans. Multim. Comput. Commun. Appl. 16(2): 53:1-53:21 (2020) - [c20]Yanfei Han, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu:
GAEAT: Graph Auto-Encoder Attention Networks for Knowledge Graph Completion. CIKM 2020: 2053-2056 - [c19]Youze Wang, Shengsheng Qian, Jun Hu, Quan Fang, Changsheng Xu:
Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks. ICMR 2020: 540-547 - [c18]Jun Hu, Quan Fang, Shengsheng Qian, Changsheng Xu:
Multi-modal Attentive Graph Pooling Model for Community Question Answer Matching. ACM Multimedia 2020: 3505-3513 - [c17]Yingying Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Multi-modal Multi-relational Feature Aggregation Network for Medical Knowledge Representation Learning. ACM Multimedia 2020: 3956-3965 - [c16]Song Liu, Shengsheng Qian, Yang Guan, Jiawei Zhan, Long Ying:
Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval. SIGIR 2020: 1379-1388
2010 – 2019
- 2019
- [j7]Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu:
Multi-modal multi-view Bayesian semantic embedding for community question answering. Neurocomputing 334: 44-58 (2019) - [j6]Feng Xue, Jianwei Wang, Shengsheng Qian, Tianzhu Zhang, Xueliang Liu, Changsheng Xu:
Multi-modal max-margin supervised topic model for social event analysis. Multim. Tools Appl. 78(1): 141-160 (2019) - [j5]Jun Hu, Shengsheng Qian, Quan Fang, Xueliang Liu, Changsheng Xu:
A2CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding. ACM Trans. Multim. Comput. Commun. Appl. 15(2): 45:1-45:17 (2019) - [c15]Xiaowen Huang, Quan Fang, Shengsheng Qian, Jitao Sang, Yan Li, Changsheng Xu:
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation. ACM Multimedia 2019: 548-556 - [c14]Yingying Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering. ACM Multimedia 2019: 1089-1097 - [c13]Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching. ACM Multimedia 2019: 1157-1165 - [c12]Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection. ACM Multimedia 2019: 1942-1951 - [c11]Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu:
AAANE: Attention-Based Adversarial Autoencoder for Multi-scale Network Embedding. PAKDD (3) 2019: 3-14 - 2018
- [j4]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model. IEEE Trans. Multim. 20(8): 2086-2099 (2018) - [j3]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Online Multimodal Multiexpert Learning for Social Event Tracking. IEEE Trans. Multim. 20(10): 2733-2748 (2018) - [c10]Yukun Zuo, Quan Fang, Shengsheng Qian, Xiaorui Zhang, Changsheng Xu:
Representation Learning of Knowledge Graphs with Entity Attributes and Multimedia Descriptions. BigMM 2018: 1-5 - [c9]Xiaowen Huang, Shengsheng Qian, Quan Fang, Jitao Sang, Changsheng Xu:
CSAN: Contextual Self-Attention Network for User Sequential Recommendation. ACM Multimedia 2018: 447-455 - [c8]Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Attentive Interactive Convolutional Matching for Community Question Answering in Social Multimedia. ACM Multimedia 2018: 456-464 - [c7]Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering. ACM Multimedia 2018: 681-689 - [i1]Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu:
AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding. CoRR abs/1803.09080 (2018) - 2017
- [c6]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
A Generic Framework for Social Event Analysis. ICMR 2017: 480-483 - 2016
- [j2]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu, Jie Shao:
Multi-Modal Event Topic Model for Social Event Analysis. IEEE Trans. Multim. 18(2): 233-246 (2016) - [c5]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis. ACM Multimedia 2016: 2-11 - 2015
- [c4]Shengsheng Qian, Tianzhu Zhang, Richang Hong, Changsheng Xu:
Cross-Domain Collaborative Learning in Social Multimedia. ACM Multimedia 2015: 99-108 - 2014
- [j1]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu, M. Shamim Hossain:
Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation. ACM Trans. Multim. Comput. Commun. Appl. 11(2): 27:1-27:22 (2014) - [c3]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Multi-Modal Supervised Latent Dirichlet Allocation for Event Classification in Social Media. ICIMCS 2014: 152 - [c2]Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Boosted Multi-modal Supervised Latent Dirichlet Allocation for Social Event Classification. ICPR 2014: 1999-2004 - 2013
- [c1]Long Ying, Tianzhu Zhang, Shengsheng Qian, Changsheng Xu:
Multi-cue Based Multi-target Tracking with Boosted MHT. PCM 2013: 528-537
Coauthor Index
[j41] [j40] [j39] [j37] [c38] [c37] [c36] [c35] [i10] [j33] [j31] [j30] [j29] [j27] [j26] [c33] [c30] [c29] [i8] [i7] [j25] [j24] [j23] [j22] [c28] [c27] [c26] [i6] [j16] [j15] [j14] [j13] [c25] [c23] [c22] [c21] [i5] [i3] [i2] [j12] [j11] [j10] [j9] [c20] [c19] [c18] [c17] [j6] [j5] [c15] [c14] [c13] [c12] [j4] [j3] [c10] [c9] [c8] [c7] [c6] [j2] [c5] [c4] [j1] [c3] [c2] [c1]
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