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Viewing Publication 1 - 100 from 370

2025

Unified Representation Learning for Discrete Attribute Enhanced Completely Cold-Start RecommendationHaoyue Bai 0002, Min Hou, Le Wu, Yonghui Yang, Kun Zhang 0015, Richang Hong, Meng Wang 0001. tbd, 11(3):1091-1102, June 2025. [doi]

EMCRL: EM-Enhanced Negative Sampling Strategy for Contrastive Representation LearningKun Zhang 0015, Guangyi Lv, Le Wu, Richang Hong, Meng Wang 0001. tcss, 12(3):1256-1267, June 2025. [doi]

Leaving None Behind: Data-Free Domain Incremental Learning for Major Depressive Disorder DetectionTao Chen 0017, Yanrong Guo, Shijie Hao, Richang Hong. taffco, 16(2):758-770, April - June 2025. [doi]

From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in VideosYin Chen, Jia Li 0013, Shiguang Shan, Meng Wang 0001, Richang Hong. taffco, 16(2):624-638, April - June 2025. [doi]

Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language ModelsZijun Chen, Wenbo Hu 0001, Guande He, Zhijie Deng, Zheng Zhang 0006, Richang Hong. COLING 2025: 3095-3109 [doi]

Real-Time Semantic Segmentation via Spatial-Detail Guided Context PropagationShijie Hao, Yuan Zhou, Yanrong Guo, Richang Hong, Jun Cheng 0002, Meng Wang 0001. tnn, 36(3):4042-4053, March 2025. [doi]

When low-light meets flares: Towards Synchronous Flare Removal and Brightness EnhancementJiahuan Ren, Zhao Zhang 0001, Suiyi Zhao, Jicong Fan 0001, Zhongqiu Zhao, Yang Zhao 0002, Richang Hong, Meng Wang 0001. NN, 185:107149, 2025. [doi]

REDGCN: Rating-Oriented Explicit Disentangling Graph Convolution Network for Review-Aware RecommendationSheng Sang, Feng Xue 0002, Hao Guo, Kang Liu, Shuaiyang Li 0001, Richang Hong. tcss, 12(3):1243-1255, June 2025. [doi]

Making Strides Security in Multimodal Fake News Detection Models: A Comprehensive Analysis of Adversarial AttacksJiahua Si, Youze Wang, Wenbo Hu 0001, Qiang Liu 0006, Richang Hong. mmm 2025: 296-309 [doi]

Grid Jigsaw Representation with CLIP: a new perspective on image clusteringZijie Song, Zhenzhen Hu, Richang Hong. mms, 31(2):105, April 2025. [doi]

Sign-IDD: Iconicity Disentangled Diffusion for Sign Language ProductionShengeng Tang, Jiayi He, Dan Guo 0001, Yanyan Wei, Feng Li 0037, Richang Hong. AAAI 2025: 7266-7274 [doi]

RAGG: Retrieval-Augmented Grasp Generation ModelZhenhua Tang, Bin Zhu, Yanbin Hao, Chong-Wah Ngo, Richang Hong. AAAI 2025: 7311-7319 [doi]

Gloss-driven Conditional Diffusion Models for Sign Language ProductionShengeng Tang, Feng Xue 0002, Jingjing Wu 0001, Shuo Wang 0008, Richang Hong. tomccap, 21(4), April 2025. [doi]

Cross-Modal Hashing via Diverse Instances MatchingJunfeng Tu, Xueliang Liu, Zhen Huang 0006, Yanbin Hao, Richang Hong, Meng Wang 0001. TIP, 34:2737-2749, 2025. [doi]

Making Non-Overlapping Matters: An Unsupervised Alignment Enhanced Cross-Domain Cold-Start RecommendationZihan Wang, Yonghui Yang, Le Wu, Richang Hong, Meng Wang 0001. tkde, 37(4):2001-2014, April 2025. [doi]

Ensemble Prototype Network For Weakly Supervised Temporal Action LocalizationKewei Wu, Wenjie Luo, Zhao Xie, Dan Guo 0001, Zhao Zhang 0001, Richang Hong. tnn, 36(3):4560-4574, March 2025. [doi]

EduStudio: towards a unified library for student cognitive modelingLe Wu, Xiangzhi Chen 0001, Fei Liu 0047, Junsong Xie, Chenao Xia, Zhengtao Tan, Mi Tian, Jinglong Li, Kun Zhang 0015, Defu Lian, Richang Hong, Meng Wang 0001. fcsc, 19(8):198342, August 2025. [doi]

Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalJian Xiao, Zhenzhen Hu, Jia Li, Richang Hong. AAAI 2025: 8655-8663 [doi]

Fair Personalized Learner Modeling Without Sensitive AttributesHefei Xu, Min Hou, Le Wu, Fei Liu 0038, Yonghui Yang, Haoyue Bai 0002, Richang Hong, Meng Wang 0001. WWW 2025: 4612-4624 [doi]

Adapting ObjectBox for accurate hand detectionYang Yang, Jun He, Xueliang Liu, Richang Hong. PR, 161:111315, 2025. [doi]

Optimizing low-rank adaptation with decomposed matrices and adaptive rank allocationDacao Zhang, Fan Yang 0063, Kunwu Zhang, Xin Li, Si Wei, Richang Hong, Meng Wang 0001. fcsc, 19(5):195337, May 2025. [doi]

An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype RectificationYanan Zhu, Jiaqiu Ai, Le Wu, Dan Guo 0001, Wei Jia 0001, Richang Hong. tmm, 27:1874-1886, 2025. [doi]

2024

Emotional Synchronization for Audio-Driven Talking-Head GenerationZhao Zhang 0001, Yan Luo, Zhichao Zuo, Richang Hong, Yi Yang 0001, Meng Wang 0001. icdm 2024: 610-618 [doi]

Intermediary-Generated Bridge Network for RGB-D Cross-Modal Re-IdentificationJingjing Wu 0001, Richang Hong, Shengeng Tang. tist, 15(6), December 2024. [doi]

FRC-Net: A Simple Yet Effective Architecture for Low-Light Image EnhancementZhao Zhang 0001, Huan Zheng, Richang Hong, Jicong Fan, Yi Yang 0001, Shuicheng Yan. tce, 70(1):3332-3340, February 2024. [doi]

Asymmetric Deformable Spatio-temporal Framework for Infrared Object TrackingJingjing Wu 0001, Xi Zhou, Xiaohong Li 0002, Hao Liu 0003, Meibin Qi, Richang Hong. tomccap, 20(10), October 2024. [doi]

SYRER: Synergistic Relational Reasoning for RGB-D Cross-Modal Re-IdentificationHao Liu 0003, Jingjing Wu 0001, Feng Li, Jianguo Jiang, Richang Hong. tmm, 26:5600-5614, 2024. [doi]

DAT: Dialogue-Aware Transformer with Modality-Group Fusion for Human Engagement EstimationJia Li 0013, Yangchen Yu, Yin Chen, Yu Zhang 0082, Peng Jia, Yunbo Xu, Ziqiang Li, Meng Wang 0001, Richang Hong. mm 2024: 11397-11403 [doi]

Label-aware debiased causal reasoning for Natural Language InferenceKun Zhang 0015, Dacao Zhang, Le Wu, Richang Hong, Ye Zhao 0001, Meng Wang 0001. aiopen, 5:70-78, 2024. [doi]

Semi-Supervised Domain Adaptation for Major Depressive Disorder DetectionTao Chen 0017, Yanrong Guo, Shijie Hao, Richang Hong. tmm, 26:3567-3579, 2024. [doi]

Multimodality Invariant Learning for Multimedia-Based New Item RecommendationHaoyue Bai, Le Wu, Min Hou, MiaoMiao Cai, Zhuangzhuang He, Yuyang Zhou, Richang Hong, Meng Wang. sigir 2024: 677-686 [doi]

Pseudo Content Hallucination for Unpaired Image CaptioningHuixia Ben, Shuo Wang, Meng Wang, Richang Hong. mir 2024: 320-329 [doi]

A Prompt-Based Topic-Modeling Method for Depression Detection on Low-Resource DataYanrong Guo, Jilong Liu, Lei Wang, Wei Qin, Shijie Hao, Richang Hong. tcss, 11(1):1430-1439, February 2024. [doi]

Double Correction Framework for Denoising RecommendationZhuangzhuang He, Yifan Wang 0017, Yonghui Yang, Peijie Sun, Le Wu, Haoyue Bai, Jinqi Gong, Richang Hong, Min Zhang 0006. kdd 2024: 1062-1072 [doi]

Dual-Stream Keyframe Enhancement for Video Question AnsweringZhenzhen Hu, Xin Guan, Jia Li 0013, Zijie Song, Richang Hong. mmasia 2024: [doi]

One-Bit Supervision for Image Classification: Problem, Solution, and BeyondHengtong Hu, Lingxi Xie, Xinyue Huo, Richang Hong, Qi Tian 0001. tomccap, 20(4), April 2024. [doi]

Based on Spatial and Temporal Implicit Semantic Relational Inference for Cross-Modal RetrievalMing Jin, Wenbo Hu 0001, Lei Zhu 0002, Xiang Wang 0010, Richang Hong. tcsv, 34(11):11286-11298, November 2024. [doi]

Special Issue on Conversational Information SeekingWenqiang Lei, Richang Hong, Hamed Zamani, Pawel Budzianowski, Vanessa Murdock 0001, Emine Yilmaz. tweb, 18(4), November 2024. [doi]

Dual Graph Neural Networks for Dynamic Users' Behavior Prediction on Social Networking ServicesJunwei Li, Le Wu, Yulu Du, Richang Hong, Weisheng Li 0001. tcss, 11(5):7020-7031, October 2024. [doi]

Stage-Wise Magnitude-Based Pruning for Recurrent Neural NetworksGuiying Li, Peng Yang 0008, Chao Qian 0001, Richang Hong, Ke Tang 0001. tnn, 35(2):1666-1680, February 2024. [doi]

AtomTool: Empowering Large Language Models with Tool Utilization SkillsYongle Li, Zheng Zhang, Junqi Zhang, Wenbo Hu, Yongyu Wu, Richang Hong. prcv 2025: 323-337 [doi]

Multimodal Graph Causal Embedding for Multimedia-Based RecommendationShuaiyang Li, Feng Xue, Kang Liu, Dan Guo, Richang Hong. tkde, 36(12):8842-8858, December 2024. [doi]

Multimodal Hierarchical Graph Collaborative Filtering for Multimedia-Based RecommendationKang Liu, Feng Xue, Shuaiyang Li, Sheng Sang, Richang Hong. tcss, 11(1):216-227, February 2024. [doi]

High-Fidelity Diffusion Editor for Zero-Shot Text-Guided Video EditingYan Luo, Zhichao Zuo, Zhao Zhang 0001, Zhongqiu Zhao, Haijun Zhang 0002, Richang Hong. icdm 2024: 291-300 [doi]

Towards Unified Multimodal Editing with Enhanced Knowledge CollaborationKaihang Pan, Zhaoyu Fan, Juncheng Li 0006, Qifan Yu, Hao Fei 0001, Siliang Tang, Richang Hong, Hanwang Zhang, Qianru Sun. nips 2024: [doi]

Math Word Problem Generation via Disentangled Memory RetrievalWei Qin, Xiaowei Wang, Zhenzhen Hu, Lei Wang 0185, Yunshi Lan, Richang Hong. tkdd, 18(5), June 2024. [doi]

Average User-Side Counterfactual Fairness for Collaborative FilteringPengyang Shao, Le Wu, Kun Zhang 0015, Defu Lian, Richang Hong, Yong Li 0008, Meng Wang 0001. tois, 42(5), September 2024. [doi]

Embedded Heterogeneous Attention Transformer for Cross-Lingual Image CaptioningZijie Song, Zhenzhen Hu, Yuanen Zhou, Ye Zhao 0001, Richang Hong, Meng Wang 0001. tmm, 26:9008-9020, 2024. [doi]

Partial-Tuning Based Mixed-Modal Prototypes for Few-Shot ClassificationYuling Su, Xueliang Liu, Ye Zhao 0001, Richang Hong, Meng Wang 0001. tmm, 26:9175-9186, 2024. [doi]

Reallocating and Evolving General Knowledge for Few-Shot LearningYuling Su, Xueliang Liu, Zhen Huang 0006, Jun He, Richang Hong, Meng Wang 0001. tcsv, 34(12):13518-13529, December 2024. [doi]

Exploring Robust Face-Voice Matching in Multilingual EnvironmentsJiehui Tang, Xiaofei Wang, Zhen Xiao, Jiayi Liu, Xueliang Liu, Richang Hong. mm 2024: 11335-11341 [doi]

FTCM: Frequency-Temporal Collaborative Module for Efficient 3D Human Pose Estimation in VideoZhenhua Tang, Yanbin Hao, Jia Li, Richang Hong. tcsv, 34(2):911-923, February 2024. [doi]

Two-Step Discrete Hashing for Cross-Modal RetrievalJunfeng Tu, Xueliang Liu, Yanbin Hao, Richang Hong, Meng Wang 0001. tmm, 26:8730-8741, 2024. [doi]

Iterative Adversarial Attack on Image-Guided Story Ending GenerationYouze Wang, Wenbo Hu 0001, Richang Hong. tmm, 26:6117-6130, 2024. [doi]

Positive Unlabeled Fake News Detection via Multi-Modal Masked Transformer NetworkJinguang Wang, Shengsheng Qian, Jun Hu, Richang Hong. tmm, 26:234-244, 2024. [doi]

Comment-Context Dual Collaborative Masked Transformer Network for Fake News DetectionJinguang Wang, Shengsheng Qian, Jun Hu, Richang Hong. tmm, 26:5170-5180, 2024. [doi]

DSIS-DPR:Structured Instance Segmentation and Diffusion Prior Refinement for Dental Anatomy LearningXianyun Wang, Linhong Wang, Zhenchen Yang, Jiacong Zhou, Yuchen Zheng, Feng Chen, Richang Hong, Jun Yu 0002, Fan Yang 0063. tmm, 26:9464-9476, 2024. [doi]

Active Factor Graph Network for Group Activity RecognitionZhao Xie, Jiao Chang, Kewei Wu, Dan Guo, Richang Hong. TIP, 33:1574-1587, 2024. [doi]

Group Multi-View Transformer for 3D Shape Analysis With Spatial EncodingLixiang Xu, Qingzhe Cui, Richang Hong, Wei Xu, Enhong Chen, Xin Yuan 0008, Chenglong Li 0002, Yuanyan Tang. tmm, 26:9450-9463, 2024. [doi]

Doubly Abductive Counterfactual Inference for Text-Based Image EditingXue-song, Jiequan Cui, Hanwang Zhang, Jingjing Chen, Richang Hong, Yu-Gang Jiang. cvpr 2024: 9162-9171 [doi]

Learning Hierarchical Visual Transformation for Domain Generalizable Visual Matching and RecognitionXun Yang, Tianyu Chang, Tianzhu Zhang, Shanshan Wang 0008, Richang Hong, Meng Wang 0001. ijcv, 132(11):4823-4849, November 2024. [doi]

Hyperbolic Graph Learning for Social RecommendationYonghui Yang, Le Wu, Kun Zhang 0015, Richang Hong, Hailin Zhou, Zhiqiang Zhang 0012, Jun Zhou 0011, Meng Wang 0001. tkde, 36(12):8488-8501, December 2024. [doi]

Graph Bottlenecked Social RecommendationYonghui Yang, Le Wu, Zihan Wang, Zhuangzhuang He, Richang Hong, Meng Wang 0001. kdd 2024: 3853-3862 [doi]

Few-Shot Learner Parameterization by Diffusion Time-StepsZhongqi Yue, Pan Zhou 0002, Richang Hong, Hanwang Zhang, Qianru Sun. cvpr 2024: 23263-23272 [doi]

Path-Specific Causal Reasoning for Fairness-aware Cognitive DiagnosisDacao Zhang, Kun Zhang 0015, Le Wu, Mi Tian, Richang Hong, Meng Wang 0001. kdd 2024: 4143-4154 [doi]

Exploring and exploiting model uncertainty for robust visual question answeringXuesong Zhang, Jun He, Jia Zhao, Zhenzhen Hu, Xun Yang, Jia Li, Richang Hong. mms, 30(6):348, December 2024. [doi]

Gradient-Aware Logit Adjustment Loss for Long-Tailed ClassifierFan Zhang, Wei Qin, Weijieying Ren, Lei Wang, Zetong Chen, Richang Hong. icassp 2024: 3190-3194 [doi]

Cascade Large Language Model via In-Context Learning for Depression Detection on Chinese Social MediaTong Zheng, Yanrong Guo, Richang Hong. prcv 2025: 353-366 [doi]

Advancing Incremental Few-Shot Semantic Segmentation via Semantic-Guided Relation Alignment and AdaptationYuan Zhou, Xin Chen, Yanrong Guo, Jun Yu 0002, Richang Hong, Qi Tian 0001. mmm 2024: 244-257 [doi]

2023

Toward Optimal Real-Time Volumetric Video Streaming: A Rolling Optimization and Deep Reinforcement Learning Based ApproachJie Li 0015, Huiyu Wang, Zhi Liu 0002, Pengyuan Zhou, Xianfu Chen, Qiyue Li, Richang Hong. tcsv, 33(12):7870-7883, December 2023. [doi]

Optimal Volumetric Video Streaming With Hybrid Saliency Based TilingJie Li 0015, Cong Zhang 0002, Zhi Liu 0002, Richang Hong, Han Hu 0003. tmm, 25:2939-2953, 2023. [doi]

GoRec: A Generative Cold-start Recommendation FrameworkHaoyue Bai, Min Hou, Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Meng Wang. mm 2023: 1004-1012 [doi]

MS²-GNN: Exploring GNN-Based Multimodal Fusion Network for Depression DetectionTao Chen, Richang Hong, Yanrong Guo, Shijie Hao, Bin Hu 0001. tcyb, 53(12):7749-7759, December 2023. [doi]

Automatic Depression Detection via Learning and Fusing Features From Visual CuesYanrong Guo, Chenyang Zhu 0005, Shijie Hao, Richang Hong. tcss, 10(5):2806-2813, October 2023. [doi]

Dual Video Summarization: From Frames to CaptionsZhenzhen Hu, Zhenshan Wang, Zijie Song, Richang Hong. IJCAI 2023: 846-854 [doi]

Low-Light Image Enhancement Based on Mutual Guidance Between Enhancing Strength and Image AppearanceLinlin Hu, Shijie Hao, Yanrong Guo, Richang Hong, Meng Wang 0001. prcv 2024: 211-223 [doi]

Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable ExamplesWan Jiang, Yunfeng Diao, He Wang, Jianxin Sun, Meng Wang, Richang Hong. mm 2023: 8910-8921 [doi]

Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with TransformersJia Li, Yin Chen, Xuesong Zhang, Jiantao Nie, Ziqiang Li, Yangchen Yu, Yan Zhang, Richang Hong, Meng Wang 0001. cvpr 2023: 5838-5844 [doi]

Multimodal Counterfactual Learning Network for Multimedia-based RecommendationShuaiyang Li, Dan Guo, Kang Liu, Richang Hong, Feng Xue. sigir 2023: 1539-1548 [doi]

Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question AnsweringFei Liu, Jing Liu 0001, Richang Hong, Hanqing Lu. tnn, 34(3):1367-1379, March 2023. [doi]

Generative Metric Learning for Adversarially Robust Open-world Person Re-IdentificationDeyin Liu, Lin Wu 0001, Richang Hong, ZongYuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun. tomccap, 19(1), January 2023. [doi]

Adaptive Student Inference Network for Efficient Single Image Super-ResolutionKang Miao, Zhao Zhang, Jiahuan Ren, Mingbo Zhao, Haijun Zhang, Richang Hong. icdm 2023: 488-497 [doi]

Adaptive Data-Free QuantizationBiao Qian, Yang Wang, Richang Hong, Meng Wang 0001. cvpr 2023: 7960-7968 [doi]

Rethinking Data-Free Quantization as a Zero-Sum GameBiao Qian, Yang Wang, Richang Hong, Meng Wang. AAAI 2023: 9489-9497 [doi]

Causal Interventional Training for Image RecognitionWei Qin, Hanwang Zhang, Richang Hong, Ee-Peng Lim, Qianru Sun. tmm, 25:1033-1044, 2023. [doi]

Topic-enhanced Graph Neural Networks for Extraction-based Explainable RecommendationJie Shuai, Le Wu, Kun Zhang 0015, Peijie Sun, Richang Hong, Meng Wang 0001. sigir 2023: 1188-1197 [doi]

How to Use Language Expert to Assist Inference for Visual Commonsense ReasoningZijie Song, Wenbo Hu 0001, Hao Ye, Richang Hong. icdm 2023: 521-527 [doi]

Grid Feature Jigsaw for Self-supervised Image ClusteringZijie Song, Zhenzhen Hu, Richang Hong. ijcnn 2023: 1-7 [doi]

Efficient and self-adaptive rationale knowledge base for visual commonsense reasoningZijie Song, Zhenzhen Hu, Richang Hong. mms, 29(5):3017-3026, October 2023. [doi]

A Text-Guided Generation and Refinement Model for Image CaptioningDepeng Wang, Zhenzhen Hu, Yuanen Zhou, Richang Hong, Meng Wang 0001. tmm, 25:2966-2977, 2023. [doi]

CropCap: Embedding Visual Cross-Partition Dependency for Image CaptioningBo Wang, Zhao Zhang, Suiyi Zhao, Haijun Zhang, Richang Hong, Meng Wang. mm 2023: 1750-1758 [doi]

TIRA: Truth Inference via Reliability Aggregation on Object-Source GraphGongqing Wu, Xingrui Zhuo, Liangzhu Zhou, Xianyu Bao, Richang Hong, Xindong Wu 0001. tkde, 35(11):11967-11981, November 2023. [doi]

Crowdsourcing Truth Inference via Reliability-Driven Multi-View Graph EmbeddingGongqing Wu, Xingrui Zhuo, Xianyu Bao, Xuegang Hu, Richang Hong, Xindong Wu 0001. tkdd, 17(5), June 2023. [doi]

Global Temporal Difference Network for Action RecognitionZhao Xie, Jiansong Chen, Kewei Wu, Dan Guo, Richang Hong. tmm, 25:7594-7606, 2023. [doi]

CITE: Compact Interactive TransformEr for Multilingual Image CaptioningYueyuan Xu, Zhenzhen Hu, Yuanen Zhou, Shijie Hao, Richang Hong. icigp 2023: 175-181 [doi]

LipFormer: Learning to Lipread Unseen Speakers Based on Visual-Landmark TransformersFeng Xue, Yu Li, Deyin Liu, Yincen Xie, Lin Wu 0001, Richang Hong. tcsv, 33(9):4507-4517, September 2023. [doi]

Generative-Contrastive Graph Learning for RecommendationYonghui Yang, Zhengwei Wu, Le Wu, Kun Zhang 0015, Richang Hong, Zhiqiang Zhang, Jun Zhou, Meng Wang. sigir 2023: 1117-1126 [doi]

Fair Representation Learning for Recommendation: A Mutual Information PerspectiveChen Zhao, Le Wu, Pengyang Shao, Kun Zhang, Richang Hong, Meng Wang 0001. AAAI 2023: 4911-4919 [doi]

Hierarchical Multifeature Fusion via Audio-Response-Level Modeling for Depression DetectionZhiyuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong. tcss, 10(5):2797-2805, October 2023. [doi]

Few-Shot Partial Multi-View LearningYuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong, Jiebo Luo. pami, 45(10):11824-11841, October 2023. [doi]

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