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2025
[j198]
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Dacao Zhang, Fan Yang, Kunwu Zhang, Xin Li, Si Wei, Richang Hong, Meng Wang:
Optimizing low-rank adaptation with decomposed matrices and adaptive rank allocation. Frontiers Comput. Sci. 19(5): 195337 (2025)
[j197]
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Le Wu, Xiangzhi Chen, Fei Liu, Junsong Xie, Chenao Xia, Zhengtao Tan, Mi Tian, Jinglong Li, Kun Zhang, Defu Lian, Richang Hong, Meng Wang:
EduStudio: towards a unified library for student cognitive modeling. Frontiers Comput. Sci. 19(8): 198342 (2025)
[j196]
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Zijie Song, Zhenzhen Hu, Richang Hong:
Grid Jigsaw Representation with CLIP: a new perspective on image clustering. Multim. Syst. 31(2): 105 (2025)
[j195]
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Jiahuan Ren, Zhao Zhang, Suiyi Zhao, Jicong Fan, Zhongqiu Zhao, Yang Zhao, Richang Hong, Meng Wang:
When low-light meets flares: Towards Synchronous Flare Removal and Brightness Enhancement. Neural Networks 185: 107149 (2025)
[j194]
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Yang Yang, Jun He, Xueliang Liu, Richang Hong:
Adapting ObjectBox for accurate hand detection. Pattern Recognit. 161: 111315 (2025)
[j193]
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Zihan Wang, Yonghui Yang, Le Wu, Richang Hong, Meng Wang:
Making Non-Overlapping Matters: An Unsupervised Alignment Enhanced Cross-Domain Cold-Start Recommendation. IEEE Trans. Knowl. Data Eng. 37(4): 2001-2014 (2025)
[j192]
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Yanan Zhu, Jiaqiu Ai, Le Wu, Dan Guo, Wei Jia, Richang Hong:
An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification. IEEE Trans. Multim. 27: 1874-1886 (2025)
[j191]
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  - journals/tnn/HaoZGHCW25
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Shijie Hao, Yuan Zhou, Yanrong Guo, Richang Hong, Jun Cheng, Meng Wang:
Real-Time Semantic Segmentation via Spatial-Detail Guided Context Propagation. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4042-4053 (2025)
[j190]
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  - journals/tnn/WuLXGZH25
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Kewei Wu, Wenjie Luo, Zhao Xie, Dan Guo, Zhao Zhang, Richang Hong:
Ensemble Prototype Network For Weakly Supervised Temporal Action Localization. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4560-4574 (2025)
[c166]
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  - conf/aaai/TangH0W0H25
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Shengeng Tang, Jiayi He, Dan Guo, Yanyan Wei, Feng Li, Richang Hong:
Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production. AAAI 2025: 7266-7274
[c165]
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  - conf/aaai/TangZHNH25
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Zhenhua Tang, Bin Zhu, Yanbin Hao, Chong-Wah Ngo, Richang Hong:
RAGG: Retrieval-Augmented Grasp Generation Model. AAAI 2025: 7311-7319
[c164]
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  - conf/aaai/XiaoHLH25
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Jian Xiao, Zhenzhen Hu, Jia Li, Richang Hong:
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval. AAAI 2025: 8655-8663
[c163]
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  - conf/coling/Chen0HD0H25
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Zijun Chen, Wenbo Hu, Guande He, Zhijie Deng, Zheng Zhang, Richang Hong:
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models. COLING 2025: 3095-3109
[c162]
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Jiahua Si, Youze Wang, Wenbo Hu, Qiang Liu, Richang Hong:
Making Strides Security in Multimodal Fake News Detection Models: A Comprehensive Analysis of Adversarial Attacks. MMM (2) 2025: 296-309
[i100]
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  - journals/corr/abs-2501-05155
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Yufei Shang, Yanrong Guo, Shijie Hao, Richang Hong:
Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier. CoRR abs/2501.05155 (2025)
[i99]
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  - journals/corr/abs-2501-12175
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Yonghui Yang, Le Wu, Zhuangzhuang He, Zhengwei Wu, Richang Hong, Meng Wang:
Less is More: Information Bottleneck Denoised Multimedia Recommendation. CoRR abs/2501.12175 (2025)
[i98]
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  - journals/corr/abs-2502-08271
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Min Hou, Chenxi Bai, Le Wu, Hao Liu, Kun Zhang, Kai Zhang, Richang Hong, Meng Wang:
MoLoRec: A Generalizable and Efficient Framework for LLM-Based Recommendation. CoRR abs/2502.08271 (2025)
[i97]
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  - journals/corr/abs-2502-16786
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Liangtao Shi, Ting Liu, Xiantao Hu, Yue Hu, Quanjun Yin, Richang Hong:
SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding. CoRR abs/2502.16786 (2025)
[i96]
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  - journals/corr/abs-2503-08038
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Jiequan Cui, Beier Zhu, Qingshan Xu, Zhuotao Tian, Xiaojuan Qi, Bei Yu, Hanwang Zhang, Richang Hong:
Generalized Kullback-Leibler Divergence Loss. CoRR abs/2503.08038 (2025)
[i95]
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  - journals/corr/abs-2503-08221
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Junbin Xiao, Nanxin Huang, Hao Qiu, Zhulin Tao, Xun Yang, Richang Hong, Meng Wang, Angela Yao:
EgoBlind: Towards Egocentric Visual Assistance for the Blind People. CoRR abs/2503.08221 (2025)
2024
[j189]
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  - journals/aiopen/ZhangZWHZW24
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Kun Zhang, Dacao Zhang, Le Wu, Richang Hong, Ye Zhao, Meng Wang:
Label-aware debiased causal reasoning for Natural Language Inference. AI Open 5: 70-78 (2024)
[j188]
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  - journals/ijcv/YangCZWHW24
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Xun Yang, Tianyu Chang, Tianzhu Zhang, Shanshan Wang, Richang Hong, Meng Wang:
Learning Hierarchical Visual Transformation for Domain Generalizable Visual Matching and Recognition. Int. J. Comput. Vis. 132(11): 4823-4849 (2024)
[j187]
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  - journals/mms/ZhangHZHYLH24
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Xuesong Zhang, Jun He, Jia Zhao, Zhenzhen Hu, Xun Yang, Jia Li, Richang Hong:
Exploring and exploiting model uncertainty for robust visual question answering. Multim. Syst. 30(6): 348 (2024)
[j186]
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  - journals/tce/ZhangZHFYY24
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Zhao Zhang, Huan Zheng, Richang Hong, Jicong Fan, Yi Yang, Shuicheng Yan:
FRC-Net: A Simple Yet Effective Architecture for Low-Light Image Enhancement. IEEE Trans. Consumer Electron. 70(1): 3332-3340 (2024)
[j185]
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  - journals/tcss/LiuXLSH24
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Kang Liu, Feng Xue, Shuaiyang Li, Sheng Sang, Richang Hong:
Multimodal Hierarchical Graph Collaborative Filtering for Multimedia-Based Recommendation. IEEE Trans. Comput. Soc. Syst. 11(1): 216-227 (2024)
[j184]
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  - journals/tcss/GuoLWQHH24
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Yanrong Guo, Jilong Liu, Lei Wang, Wei Qin, Shijie Hao, Richang Hong:
A Prompt-Based Topic-Modeling Method for Depression Detection on Low-Resource Data. IEEE Trans. Comput. Soc. Syst. 11(1): 1430-1439 (2024)
[j183]
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Junwei Li, Le Wu, Yulu Du, Richang Hong, Weisheng Li:
Dual Graph Neural Networks for Dynamic Users' Behavior Prediction on Social Networking Services. IEEE Trans. Comput. Soc. Syst. 11(5): 7020-7031 (2024)
[j182]
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  - journals/tcsv/TangHLH24
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Zhenhua Tang, Yanbin Hao, Jia Li, Richang Hong:
FTCM: Frequency-Temporal Collaborative Module for Efficient 3D Human Pose Estimation in Video. IEEE Trans. Circuits Syst. Video Technol. 34(2): 911-923 (2024)
[j181]
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  - journals/tcsv/JinHZWH24
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Ming Jin, Wenbo Hu, Lei Zhu, Xiang Wang, Richang Hong:
Based on Spatial and Temporal Implicit Semantic Relational Inference for Cross-Modal Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11286-11298 (2024)
[j180]
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  - journals/tcsv/SuLHHHW24
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Yuling Su, Xueliang Liu, Zhen Huang, Jun He, Richang Hong, Meng Wang:
Reallocating and Evolving General Knowledge for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 34(12): 13518-13529 (2024)
[j179]
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  - journals/tip/XieCWGH24
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Zhao Xie, Jiao Chang, Kewei Wu, Dan Guo, Richang Hong:
Active Factor Graph Network for Group Activity Recognition. IEEE Trans. Image Process. 33: 1574-1587 (2024)
[j178]
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  - journals/tist/WuHT24
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Jingjing Wu, Richang Hong, Shengeng Tang:
Intermediary-Generated Bridge Network for RGB-D Cross-Modal Re-Identification. ACM Trans. Intell. Syst. Technol. 15(6): 116:1-116:25 (2024)
[j177]
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  - journals/tkdd/QinWHWLH24
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Wei Qin, Xiaowei Wang, Zhenzhen Hu, Lei Wang, Yunshi Lan, Richang Hong:
Math Word Problem Generation via Disentangled Memory Retrieval. ACM Trans. Knowl. Discov. Data 18(5): 123:1-123:21 (2024)
[j176]
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  - journals/tkde/YangWZHZZZW24
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Yonghui Yang, Le Wu, Kun Zhang, Richang Hong, Hailin Zhou, Zhiqiang Zhang, Jun Zhou, Meng Wang:
Hyperbolic Graph Learning for Social Recommendation. IEEE Trans. Knowl. Data Eng. 36(12): 8488-8501 (2024)
[j175]
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  - journals/tkde/LiXLGH24
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Shuaiyang Li, Feng Xue, Kang Liu, Dan Guo, Richang Hong:
Multimodal Graph Causal Embedding for Multimedia-Based Recommendation. IEEE Trans. Knowl. Data Eng. 36(12): 8842-8858 (2024)
[j174]
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  - journals/tmm/WangQHH24
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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)
[j173]
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  - journals/tmm/ChenGHH24
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Tao Chen, Yanrong Guo, Shijie Hao, Richang Hong:
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection. IEEE Trans. Multim. 26: 3567-3579 (2024)
[j172]
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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)
[j171]
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Hao Liu, Jingjing Wu, Feng Li, Jianguo Jiang, Richang Hong:
SYRER: Synergistic Relational Reasoning for RGB-D Cross-Modal Re-Identification. IEEE Trans. Multim. 26: 5600-5614 (2024)
[j170]
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Youze Wang, Wenbo Hu, Richang Hong:
Iterative Adversarial Attack on Image-Guided Story Ending Generation. IEEE Trans. Multim. 26: 6117-6130 (2024)
[j169]
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  - journals/tmm/TuLHHW24
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Junfeng Tu, Xueliang Liu, Yanbin Hao, Richang Hong, Meng Wang:
Two-Step Discrete Hashing for Cross-Modal Retrieval. IEEE Trans. Multim. 26: 8730-8741 (2024)
[j168]
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Zijie Song, Zhenzhen Hu, Yuanen Zhou, Ye Zhao, Richang Hong, Meng Wang:
Embedded Heterogeneous Attention Transformer for Cross-Lingual Image Captioning. IEEE Trans. Multim. 26: 9008-9020 (2024)
[j167]
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Yuling Su, Xueliang Liu, Ye Zhao, Richang Hong, Meng Wang:
Partial-Tuning Based Mixed-Modal Prototypes for Few-Shot Classification. IEEE Trans. Multim. 26: 9175-9186 (2024)
[j166]
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  - journals/tmm/XuCHXCYLT24
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Lixiang Xu, Qingzhe Cui, Richang Hong, Wei Xu, Enhong Chen, Xin Yuan, Chenglong Li, Yuanyan Tang:
Group Multi-View Transformer for 3D Shape Analysis With Spatial Encoding. IEEE Trans. Multim. 26: 9450-9463 (2024)
[j165]
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Xianyun Wang, Linhong Wang, Zhenchen Yang, Jiacong Zhou, Yuchen Zheng, Feng Chen, Richang Hong, Jun Yu, Fan Yang:
DSIS-DPR:Structured Instance Segmentation and Diffusion Prior Refinement for Dental Anatomy Learning. IEEE Trans. Multim. 26: 9464-9476 (2024)
[j164]
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Guiying Li, Peng Yang, Chao Qian, Richang Hong, Ke Tang:
Stage-Wise Magnitude-Based Pruning for Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1666-1680 (2024)
[j163]
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Pengyang Shao, Le Wu, Kun Zhang, Defu Lian, Richang Hong, Yong Li, Meng Wang:
Average User-Side Counterfactual Fairness for Collaborative Filtering. ACM Trans. Inf. Syst. 42(5): 140:1-140:26 (2024)
[j162]
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Hengtong Hu, Lingxi Xie, Xinyue Huo, Richang Hong, Qi Tian:
One-Bit Supervision for Image Classification: Problem, Solution, and Beyond. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 113:1-113:22 (2024)
[j161]
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Jingjing Wu, Xi Zhou, Xiaohong Li, Hao Liu, Meibin Qi, Richang Hong:
Asymmetric Deformable Spatio-temporal Framework for Infrared Object Tracking. ACM Trans. Multim. Comput. Commun. Appl. 20(10): 322:1-322:24 (2024)
[j160]
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Wenqiang Lei, Richang Hong, Hamed Zamani, Pawel Budzianowski, Vanessa Murdock, Emine Yilmaz:
Special Issue on Conversational Information Seeking. ACM Trans. Web 18(4): 41:1-41:3 (2024)
[c161]
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  - conf/cvpr/SongCZCHJ24
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Xue Song, Jiequan Cui, Hanwang Zhang, Jingjing Chen, Richang Hong, Yu-Gang Jiang:
Doubly Abductive Counterfactual Inference for Text-Based Image Editing. CVPR 2024: 9162-9171
[c160]
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Zhongqi Yue, Pan Zhou, Richang Hong, Hanwang Zhang, Qianru Sun:
Few-Shot Learner Parameterization by Diffusion Time-Steps. CVPR 2024: 23263-23272
[c159]
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Fan Zhang, Wei Qin, Weijieying Ren, Lei Wang, Zetong Chen, Richang Hong:
Gradient-Aware Logit Adjustment Loss for Long-Tailed Classifier. ICASSP 2024: 3190-3194
[c158]
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Yan Luo, Zhichao Zuo, Zhao Zhang, Zhongqiu Zhao, Haijun Zhang, Richang Hong:
High-Fidelity Diffusion Editor for Zero-Shot Text-Guided Video Editing. ICDM 2024: 291-300
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Zhao Zhang, Yan Luo, Zhichao Zuo, Richang Hong, Yi Yang, Meng Wang:
Emotional Synchronization for Audio-Driven Talking-Head Generation. ICDM 2024: 610-618
[c156]
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  - conf/kdd/HeWYSWBGHZ24
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Zhuangzhuang He, Yifan Wang, Yonghui Yang, Peijie Sun, Le Wu, Haoyue Bai, Jinqi Gong, Richang Hong, Min Zhang:
Double Correction Framework for Denoising Recommendation. KDD 2024: 1062-1072
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Yonghui Yang, Le Wu, Zihan Wang, Zhuangzhuang He, Richang Hong, Meng Wang:
Graph Bottlenecked Social Recommendation. KDD 2024: 3853-3862
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Dacao Zhang, Kun Zhang, Le Wu, Mi Tian, Richang Hong, Meng Wang:
Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis. KDD 2024: 4143-4154
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Huixia Ben, Shuo Wang, Meng Wang, Richang Hong:
Pseudo Content Hallucination for Unpaired Image Captioning. ICMR 2024: 320-329
[c152]
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Jiehui Tang, Xiaofei Wang, Zhen Xiao, Jiayi Liu, Xueliang Liu, Richang Hong:
Exploring Robust Face-Voice Matching in Multilingual Environments. ACM Multimedia 2024: 11335-11341
[c151]
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Jia Li, Yangchen Yu, Yin Chen, Yu Zhang, Peng Jia, Yunbo Xu, Ziqiang Li, Meng Wang, Richang Hong:
DAT: Dialogue-Aware Transformer with Modality-Group Fusion for Human Engagement Estimation. ACM Multimedia 2024: 11397-11403
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Zhenzhen Hu, Xin Guan, Jia Li, Zijie Song, Richang Hong:
Dual-Stream Keyframe Enhancement for Video Question Answering. MMAsia 2024: 38:1-38:7
[c149]
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Yuan Zhou, Xin Chen, Yanrong Guo, Jun Yu, Richang Hong, Qi Tian:
Advancing Incremental Few-Shot Semantic Segmentation via Semantic-Guided Relation Alignment and Adaptation. MMM (1) 2024: 244-257
[c148]
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Kaihang Pan, Zhaoyu Fan, Juncheng Li, Qifan Yu, Hao Fei, Siliang Tang, Richang Hong, Hanwang Zhang, Qianru Sun:
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration. NeurIPS 2024
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  - conf/prcv/BuLHSTH24
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Chaofei Bu, Xueliang Liu, Zhen Huang, Yuling Su, Junfeng Tu, Richang Hong:
Fine-grained Feature Assisted Cross-modal Image-text Retrieval. PRCV (11) 2024: 306-320
[c146]
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Yongle Li, Zheng Zhang, Junqi Zhang, Wenbo Hu, Yongyu Wu, Richang Hong:
AtomTool: Empowering Large Language Models with Tool Utilization Skills. PRCV (1) 2024: 323-337
[c145]
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Tong Zheng, Yanrong Guo, Richang Hong:
Cascade Large Language Model via In-Context Learning for Depression Detection on Chinese Social Media. PRCV (1) 2024: 353-366
[c144]
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  - conf/sigir/BaiWHCHZHW24
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Haoyue Bai, Le Wu, Min Hou, Miaomiao Cai, Zhuangzhuang He, Yuyang Zhou, Richang Hong, Meng Wang:
Multimodality Invariant Learning for Multimedia-Based New Item Recommendation. SIGIR 2024: 677-686
[i94]
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  - journals/corr/abs-2401-13270
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Pengcheng Zhao, Yanxiang Chen, Yang Zhao, Wei Jia, Zhao Zhang, Ronggang Wang, Richang Hong:
Audio-Infused Automatic Image Colorization by Exploiting Audio Scene Semantics. CoRR abs/2401.13270 (2024)
[i93]
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  - journals/corr/abs-2403-02649
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Zhongqi Yue, Pan Zhou, Richang Hong, Hanwang Zhang, Qianru Sun:
Few-shot Learner Parameterization by Diffusion Time-steps. CoRR abs/2403.02649 (2024)
[i92]
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  - journals/corr/abs-2403-02981
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Xue Song, Jiequan Cui, Hanwang Zhang, Jingjing Chen, Richang Hong, Yu-Gang Jiang:
Doubly Abductive Counterfactual Inference for Text-based Image Editing. CoRR abs/2403.02981 (2024)
[i91]
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  - journals/corr/abs-2403-09036
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Fan Zhang, Wei Qin, Weijieying Ren, Lei Wang, Zetong Chen, Richang Hong:
Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier. CoRR abs/2403.09036 (2024)
[i90]
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  - journals/corr/abs-2403-11070
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Yuan Zhou, Richang Hong, Yanrong Guo, Lin Liu, Shijie Hao, Hanwang Zhang:
Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning. CoRR abs/2403.11070 (2024)
[i89]
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  - journals/corr/abs-2405-11272
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Zhuangzhuang He, Yifan Wang, Yonghui Yang, Peijie Sun, Le Wu, Haoyue Bai, Jinqi Gong, Richang Hong, Min Zhang:
Double Correction Framework for Denoising Recommendation. CoRR abs/2405.11272 (2024)
[i88]
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  - journals/corr/abs-2405-15783
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Haoyue Bai, Le Wu, Min Hou, Miaomiao Cai, Zhuangzhuang He, Yuyang Zhou, Richang Hong, Meng Wang:
Multimodality Invariant Learning for Multimedia-Based New Item Recommendation. CoRR abs/2405.15783 (2024)
[i87]
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  - journals/corr/abs-2406-03064
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Dacao Zhang, Kun Zhang, Le Wu, Mi Tian, Richang Hong, Meng Wang:
Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis. CoRR abs/2406.03064 (2024)
[i86]
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  - journals/corr/abs-2406-08214
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Yonghui Yang, Le Wu, Zihan Wang, Zhuangzhuang He, Richang Hong, Meng Wang:
Graph Bottlenecked Social Recommendation. CoRR abs/2406.08214 (2024)
[i85]
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  - journals/corr/abs-2407-19875
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Jiehui Tang, Xiaofei Wang, Zhen Xiao, Jiayi Liu, Xueliang Liu, Richang Hong:
Exploring Robust Face-Voice Matching in Multilingual Environments. CoRR abs/2407.19875 (2024)
[i84]
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  - journals/corr/abs-2408-03650
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Yuqi Chu, Lizi Liao, Zhiyuan Zhou, Chong-Wah Ngo, Richang Hong:
Towards Multimodal Emotional Support Conversation Systems. CoRR abs/2408.03650 (2024)
[i83]
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  - journals/corr/abs-2408-10934
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Linlin Hu, Ao Sun, Shijie Hao, Richang Hong, Meng Wang:
SDI-Net: Toward Sufficient Dual-View Interaction for Low-light Stereo Image Enhancement. CoRR abs/2408.10934 (2024)
[i82]
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  - journals/corr/abs-2409-05552
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Xuesong Zhang, Jia Li, Yunbo Xu, Zhenzhen Hu, Richang Hong:
Seeing is Believing? Enhancing Vision-Language Navigation using Visual Perturbations. CoRR abs/2409.05552 (2024)
[i81]
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  - journals/corr/abs-2409-06154
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Yin Chen, Jia Li, Yu Zhang, Zhenzhen Hu, Shiguang Shan, Meng Wang, Richang Hong:
UniLearn: Enhancing Dynamic Facial Expression Recognition through Unified Pre-Training and Fine-Tuning on Images and Videos. CoRR abs/2409.06154 (2024)
[i80]
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  - journals/corr/abs-2409-14878
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Zhiyuan Zhou, Jilong Liu, Sanwang Wang, Shijie Hao, Yanrong Guo, Richang Hong:
InterMind: A Doctor-Patient-Family Interactive Depression Assessment System Empowered by Large Language Models. CoRR abs/2409.14878 (2024)
[i79]
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  - journals/corr/abs-2409-19872
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Kaihang Pan, Zhaoyu Fan, Juncheng Li, Qifan Yu, Hao Fei, Siliang Tang, Richang Hong, Hanwang Zhang, Qianru Sun:
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration. CoRR abs/2409.19872 (2024)
[i78]
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  - journals/corr/abs-2410-06618
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Jian Xiao, Zhenzhen Hu, Jia Li, Richang Hong:
Decomposing Relationship from 1-to-N into N 1-to-1 for Text-Video Retrieval. CoRR abs/2410.06618 (2024)
[i77]
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  - journals/corr/abs-2410-08470
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Jia Li, Yangchen Yu, Yin Chen, Yu Zhang, Peng Jia, Yunbo Xu, Ziqiang Li, Meng Wang, Richang Hong:
DAT: Dialogue-Aware Transformer with Modality-Group Fusion for Human Engagement Estimation. CoRR abs/2410.08470 (2024)
[i76]
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  - journals/corr/abs-2411-10803
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Ting Liu, Liangtao Shi, Richang Hong, Yue Hu, Quanjun Yin, Linfeng Zhang:
Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model. CoRR abs/2411.10803 (2024)
[i75]
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  - journals/corr/abs-2411-16170
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Yuan Zhou, Qingshan Xu, Jiequan Cui, Junbao Zhou, Jing Zhang, Richang Hong, Hanwang Zhang:
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction. CoRR abs/2411.16170 (2024)
[i74]
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  - journals/corr/abs-2411-16810
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Shengeng Tang, Jiayi He, Lechao Cheng, Jingjing Wu, Dan Guo, Richang Hong:
Discrete to Continuous: Generating Smooth Transition Poses from Sign Language Observation. CoRR abs/2411.16810 (2024)
[i73]
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  - journals/corr/abs-2412-07229
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Wan Jiang, He Wang, Xin Zhang, Dan Guo, Zhaoxin Fan, Yunfeng Diao, Richang Hong:
Moderating the Generalization of Score-based Generative Model. CoRR abs/2412.07229 (2024)
[i72]
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  - journals/corr/abs-2412-13609
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Shengeng Tang, Jiayi He, Dan Guo, Yanyan Wei, Feng Li, Richang Hong:
Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production. CoRR abs/2412.13609 (2024)
[i71]
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  - journals/corr/abs-2412-14660
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Zijun Chen, Wenbo Hu, Guande He, Zhijie Deng, Zheng Zhang, Richang Hong:
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models. CoRR abs/2412.14660 (2024)
[i70]
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  - journals/corr/abs-2412-16944
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Xu Wang, Shengeng Tang, Peipei Song, Shuo Wang, Dan Guo, Richang Hong:
Linguistics-Vision Monotonic Consistent Network for Sign Language Production. CoRR abs/2412.16944 (2024)
2023
[j159]
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  - journals/mms/SongHH23
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Zijie Song, Zhenzhen Hu, Richang Hong:
Efficient and self-adaptive rationale knowledge base for visual commonsense reasoning. Multim. Syst. 29(5): 3017-3026 (2023)
[j158]
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  - journals/pami/ZhouGHHL23
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Yuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong, Jiebo Luo:
Few-Shot Partial Multi-View Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11824-11841 (2023)
[j157]
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  - journals/pami/XiaoZYLHYC23
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Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua:
Contrastive Video Question Answering via Video Graph Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13265-13280 (2023)
[j156]
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  - journals/tcss/LiuXHGH23
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Kang Liu, Feng Xue, Xiangnan He, Dan Guo, Richang Hong:
Joint Multi-Grained Popularity-Aware Graph Convolution Collaborative Filtering for Recommendation. IEEE Trans. Comput. Soc. Syst. 10(1): 72-83 (2023)
[j155]
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Zhiyuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong:
Hierarchical Multifeature Fusion via Audio-Response-Level Modeling for Depression Detection. IEEE Trans. Comput. Soc. Syst. 10(5): 2797-2805 (2023)
[j154]
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Yanrong Guo, Chenyang Zhu, Shijie Hao, Richang Hong:
Automatic Depression Detection via Learning and Fusing Features From Visual Cues. IEEE Trans. Comput. Soc. Syst. 10(5): 2806-2813 (2023)
[j153]
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  - journals/tcsv/XueLLXWH23
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Feng Xue, Yu Li, Deyin Liu, Yincen Xie, Lin Wu, Richang Hong:
LipFormer: Learning to Lipread Unseen Speakers Based on Visual-Landmark Transformers. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4507-4517 (2023)
[j152]
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  - journals/tcsv/LiWLZCLH23
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Jie Li, Huiyu Wang, Zhi Liu, Pengyuan Zhou, Xianfu Chen, Qiyue Li, Richang Hong:
Toward Optimal Real-Time Volumetric Video Streaming: A Rolling Optimization and Deep Reinforcement Learning Based Approach. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7870-7883 (2023)
[j151]
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  - journals/tcyb/ChenHGHH23
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Tao Chen, Richang Hong, Yanrong Guo, Shijie Hao, Bin Hu:
MS²-GNN: Exploring GNN-Based Multimodal Fusion Network for Depression Detection. IEEE Trans. Cybern. 53(12): 7749-7759 (2023)
[j150]
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  - journals/tkdd/WuZBHHW23
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Gongqing Wu, Xingrui Zhuo, Xianyu Bao, Xuegang Hu, Richang Hong, Xindong Wu:
Crowdsourcing Truth Inference via Reliability-Driven Multi-View Graph Embedding. ACM Trans. Knowl. Discov. Data 17(5): 65:1-65:26 (2023)
[j149]
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Gongqing Wu, Xingrui Zhuo, Liangzhu Zhou, Xianyu Bao, Richang Hong, Xindong Wu:
TIRA: Truth Inference via Reliability Aggregation on Object-Source Graph. IEEE Trans. Knowl. Data Eng. 35(11): 11967-11981 (2023)
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Wei Qin, Hanwang Zhang, Richang Hong, Ee-Peng Lim, Qianru Sun:
Causal Interventional Training for Image Recognition. IEEE Trans. Multim. 25: 1033-1044 (2023)
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Jie Li, Cong Zhang, Zhi Liu, Richang Hong, Han Hu:
Optimal Volumetric Video Streaming With Hybrid Saliency Based Tiling. IEEE Trans. Multim. 25: 2939-2953 (2023)
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Depeng Wang, Zhenzhen Hu, Yuanen Zhou, Richang Hong, Meng Wang:
A Text-Guided Generation and Refinement Model for Image Captioning. IEEE Trans. Multim. 25: 2966-2977 (2023)
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Zhao Xie, Jiansong Chen, Kewei Wu, Dan Guo, Richang Hong:
Global Temporal Difference Network for Action Recognition. IEEE Trans. Multim. 25: 7594-7606 (2023)
[j144]
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Zhenhua Tang, Jia Li, Yanbin Hao, Richang Hong:
MLP-JCG: Multi-Layer Perceptron With Joint-Coordinate Gating for Efficient 3D Human Pose Estimation. IEEE Trans. Multim. 25: 8712-8724 (2023)
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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)
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Fei Liu, Jing Liu, Richang Hong, Hanqing Lu:
Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question Answering. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1367-1379 (2023)
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Kang Liu, Feng Xue, Dan Guo, Le Wu, Shujie Li, Richang Hong:
MEGCF: Multimodal Entity Graph Collaborative Filtering for Personalized Recommendation. ACM Trans. Inf. Syst. 41(2): 30:1-30:27 (2023)
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Deyin Liu, Lin Wu, Richang Hong, Zongyuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun:
Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 19(1): 20:1-20:19 (2023)
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Feng Xue, Tian Yang, Kang Liu, Zikun Hong, Mingwei Cao, Dan Guo, Richang Hong:
LCSNet: End-to-end Lipreading with Channel-aware Feature Selection. ACM Trans. Multim. Comput. Commun. Appl. 19(1s): 28:1-28:21 (2023)
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Chen Zhao, Le Wu, Pengyang Shao, Kun Zhang, Richang Hong, Meng Wang:
Fair Representation Learning for Recommendation: A Mutual Information Perspective. AAAI 2023: 4911-4919
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Biao Qian, Yang Wang, Richang Hong, Meng Wang:
Rethinking Data-Free Quantization as a Zero-Sum Game. AAAI 2023: 9489-9497
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Zhenhua Tang, Zhaofan Qiu, Yanbin Hao, Richang Hong, Ting Yao:
3D Human Pose Estimation with Spatio-Temporal Criss-Cross Attention. CVPR 2023: 4790-4799
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Jia Li, Yin Chen, Xuesong Zhang, Jiantao Nie, Ziqiang Li, Yangchen Yu, Yan Zhang, Richang Hong, Meng Wang:
Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers. CVPR Workshops 2023: 5838-5844
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Biao Qian, Yang Wang, Richang Hong, Meng Wang:
Adaptive Data-Free Quantization. CVPR 2023: 7960-7968
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  - conf/icdm/MiaoZRZZH23
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Kang Miao, Zhao Zhang, Jiahuan Ren, Mingbo Zhao, Haijun Zhang, Richang Hong:
Adaptive Student Inference Network for Efficient Single Image Super-Resolution. ICDM 2023: 488-497
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Zijie Song, Wenbo Hu, Hao Ye, Richang Hong:
How to Use Language Expert to Assist Inference for Visual Commonsense Reasoning. ICDM (Workshops) 2023: 521-527
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Yueyuan Xu, Zhenzhen Hu, Yuanen Zhou, Shijie Hao, Richang Hong:
CITE: Compact Interactive TransformEr for Multilingual Image Captioning. ICIGP 2023: 175-181
[c135]
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Zhenzhen Hu, Zhenshan Wang, Zijie Song, Richang Hong:
Dual Video Summarization: From Frames to Captions. IJCAI 2023: 846-854
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Zijie Song, Zhenzhen Hu, Richang Hong:
Grid Feature Jigsaw for Self-supervised Image Clustering. IJCNN 2023: 1-7
[c133]
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Liu Liu, Jianming Du, Hao Wu, Xun Yang, Zhenguang Liu, Richang Hong, Meng Wang:
Category-Level Articulated Object 9D Pose Estimation via Reinforcement Learning. ACM Multimedia 2023: 728-736
[c132]
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Haoyue Bai, Min Hou, Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Meng Wang:
GoRec: A Generative Cold-start Recommendation Framework. ACM Multimedia 2023: 1004-1012
[c131]
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Huan Zheng, Zhao Zhang, Jicong Fan, Richang Hong, Yi Yang, Shuicheng Yan:
Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in the Dark. ACM Multimedia 2023: 1475-1484
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Bo Wang, Zhao Zhang, Suiyi Zhao, Haijun Zhang, Richang Hong, Meng Wang:
CropCap: Embedding Visual Cross-Partition Dependency for Image Captioning. ACM Multimedia 2023: 1750-1758
[c129]
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Wan Jiang, Yunfeng Diao, He Wang, Jianxin Sun, Meng Wang, Richang Hong:
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples. ACM Multimedia 2023: 8910-8921
[c128]
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Xiangzhi Chen, Le Wu, Fei Liu, Lei Chen, Kun Zhang, Richang Hong, Meng Wang:
Disentangling Cognitive Diagnosis with Limited Exercise Labels. NeurIPS 2023
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Linlin Hu, Shijie Hao, Yanrong Guo, Richang Hong, Meng Wang:
Low-Light Image Enhancement Based on Mutual Guidance Between Enhancing Strength and Image Appearance. PRCV (11) 2023: 211-223
[c126]
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  - conf/sigir/YangWW0HZZW23
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Yonghui Yang, Zhengwei Wu, Le Wu, Kun Zhang, Richang Hong, Zhiqiang Zhang, Jun Zhou, Meng Wang:
Generative-Contrastive Graph Learning for Recommendation. SIGIR 2023: 1117-1126
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Jie Shuai, Le Wu, Kun Zhang, Peijie Sun, Richang Hong, Meng Wang:
Topic-enhanced Graph Neural Networks for Extraction-based Explainable Recommendation. SIGIR 2023: 1188-1197
[c124]
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Shuaiyang Li, Dan Guo, Kang Liu, Richang Hong, Feng Xue:
Multimodal Counterfactual Learning Network for Multimedia-based Recommendation. SIGIR 2023: 1539-1548
[c123]
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Lei Chen, Le Wu, Kun Zhang, Richang Hong, Defu Lian, Zhiqiang Zhang, Jun Zhou, Meng Wang:
Improving Recommendation Fairness via Data Augmentation. WWW 2023: 1012-1020
[i69]
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  - journals/corr/abs-2302-02141
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Feng Xue, Yu Li, Deyin Liu, Yincen Xie, Lin Wu, Richang Hong:
LipFormer: Learning to Lipread Unseen Speakers based on Visual-Landmark Transformers. CoRR abs/2302.02141 (2023)
[i68]
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  - journals/corr/abs-2302-06333
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Lei Chen, Le Wu, Kun Zhang, Richang Hong, Defu Lian, Zhiqiang Zhang, Jun Zhou, Meng Wang:
Improving Recommendation Fairness via Data Augmentation. CoRR abs/2302.06333 (2023)
[i67]
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  - journals/corr/abs-2302-09572
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Biao Qian, Yang Wang, Richang Hong, Meng Wang:
Rethinking Data-Free Quantization as a Zero-Sum Game. CoRR abs/2302.09572 (2023)
[i66]
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  - journals/corr/abs-2302-13668
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Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua:
Contrastive Video Question Answering via Video Graph Transformer. CoRR abs/2302.13668 (2023)
[i65]
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  - journals/corr/abs-2303-06869
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Biao Qian, Yang Wang, Richang Hong, Meng Wang:
Adaptive Data-Free Quantization. CoRR abs/2303.06869 (2023)
[i64]
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  - journals/corr/abs-2303-09164
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Jia Li, Yin Chen, Xuesong Zhang, Jiantao Nie, Yangchen Yu, Ziqiang Li, Meng Wang, Richang Hong:
Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers. CoRR abs/2303.09164 (2023)
[i63]
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  - journals/corr/abs-2305-05138
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Wei Qin, Zetong Chen, Lei Wang, Yunshi Lan, Weijieying Ren, Richang Hong:
Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media. CoRR abs/2305.05138 (2023)
[i62]
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  - journals/corr/abs-2305-09241
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Wan Jiang, Yunfeng Diao, He Wang, Jianxin Sun, Meng Wang, Richang Hong:
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples. CoRR abs/2305.09241 (2023)
[i61]
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  - journals/corr/abs-2305-10868
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Yuan Zhou, Xin Chen, Yanrong Guo, Shijie Hao, Richang Hong, Qi Tian:
Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation. CoRR abs/2305.10868 (2023)
[i60]
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  - journals/corr/abs-2305-13208
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Youze Wang, Wenbo Hu, Richang Hong:
Iterative Adversarial Attack on Image-guided Story Ending Generation. CoRR abs/2305.13208 (2023)
[i59]
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  - journals/corr/abs-2307-05100
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Yonghui Yang, Zhengwei Wu, Le Wu, Kun Zhang, Richang Hong, Zhiqiang Zhang, Jun Zhou, Meng Wang:
Generative Contrastive Graph Learning for Recommendation. CoRR abs/2307.05100 (2023)
[i58]
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  - journals/corr/abs-2307-09915
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Zijie Song, Zhenzhen Hu, Richang Hong:
Embedded Heterogeneous Attention Transformer for Cross-lingual Image Captioning. CoRR abs/2307.09915 (2023)
[i57]
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  - journals/corr/abs-2308-12636
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Youze Wang, Wenbo Hu, Yinpeng Dong, Richang Hong:
Exploring Transferability of Multimodal Adversarial Samples for Vision-Language Pre-training Models with Contrastive Learning. CoRR abs/2308.12636 (2023)
[i56]
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  - journals/corr/abs-2310-17869
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Zijie Song, Zhenzhen Hu, Richang Hong:
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering. CoRR abs/2310.17869 (2023)
[i55]
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  - journals/corr/abs-2311-11695
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Yanyan Wei, Zhao Zhang, Jiahuan Ren, Xiaogang Xu, Richang Hong, Yi Yang, Shuicheng Yan, Meng Wang:
Clarity ChatGPT: An Interactive and Adaptive Processing System for Image Restoration and Enhancement. CoRR abs/2311.11695 (2023)
[i54]
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  - journals/corr/abs-2311-15225
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Hengtong Hu, Lingxi Xie, Xinyue Huo, Richang Hong, Qi Tian:
One-bit Supervision for Image Classification: Problem, Solution, and Beyond. CoRR abs/2311.15225 (2023)
[i53]
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  - journals/corr/abs-2311-16462
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Jie Li, Zhixin Li, Zhi Liu, Pengyuan Zhou, Richang Hong, Qiyue Li, Han Hu:
Viewport Prediction for Volumetric Video Streaming by Exploring Video Saliency and Trajectory Information. CoRR abs/2311.16462 (2023)
[i52]
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  - journals/corr/abs-2312-01294
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Ying Liu, Peng Cui, Wenbo Hu, Richang Hong:
Deep Ensembles Meets Quantile Regression: Uncertainty-aware Imputation for Time Series. CoRR abs/2312.01294 (2023)
[i51]
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  - journals/corr/abs-2312-05447
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Yin Chen, Jia Li, Shiguang Shan, Meng Wang, Richang Hong:
From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos. CoRR abs/2312.05447 (2023)
[i50]
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  - journals/corr/abs-2312-16477
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Lixiang Xu, Qingzhe Cui, Richang Hong, Wei Xu, Enhong Chen, Xin Yuan, Chenglong Li, Yuanyan Tang:
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding. CoRR abs/2312.16477 (2023)
2022
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Kang Liu, Feng Xue, Richang Hong:
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding. Intell. Data Anal. 26(2): 427-445 (2022)
[j137]
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Jianlong Wu, Richang Hong, Qi Tian:
Special issue on cross-modal retrieval and analysis. Int. J. Multim. Inf. Retr. 11(4): 523-524 (2022)
[j136]
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Richang Hong, Daqing Liu, Xiaoyu Mo, Xiangnan He, Hanwang Zhang:
Learning to Compose and Reason with Language Tree Structures for Visual Grounding. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 684-696 (2022)
[j135]
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Tao Chen, Yanrong Guo, Shijie Hao, Richang Hong:
Exploring Self-Attention Graph Pooling With EEG-Based Topological Structure and Soft Label for Depression Detection. IEEE Trans. Affect. Comput. 13(4): 2106-2118 (2022)
[j134]
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Yuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong:
Hierarchical Prototype Refinement With Progressive Inter-Categorical Discrimination Maximization for Few-Shot Learning. IEEE Trans. Image Process. 31: 3414-3429 (2022)
[j133]
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Le Wu, Junwei Li, Peijie Sun, Richang Hong, Yong Ge, Meng Wang:
DiffNet++: A Neural Influence and Interest Diffusion Network for Social Recommendation. IEEE Trans. Knowl. Data Eng. 34(10): 4753-4766 (2022)
[j132]
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Huixia Ben, Yingwei Pan, Yehao Li, Ting Yao, Richang Hong, Meng Wang, Tao Mei:
Unpaired Image Captioning With semantic-Constrained Self-Learning. IEEE Trans. Multim. 24: 904-916 (2022)
[j131]
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Jiaxing Chen, Wei-Shi Zheng, Qize Yang, Jingke Meng, Richang Hong, Qi Tian:
Deep Shape-Aware Person Re-Identification for Overcoming Moderate Clothing Changes. IEEE Trans. Multim. 24: 4285-4300 (2022)
[j130]
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Shengeng Tang, Dan Guo, Richang Hong, Meng Wang:
Graph-Based Multimodal Sequential Embedding for Sign Language Translation. IEEE Trans. Multim. 24: 4433-4445 (2022)
[j129]
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Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Qianru Sun:
Revisiting Local Descriptor for Improved Few-Shot Classification. ACM Trans. Multim. Comput. Commun. Appl. 18(2s): 127:1-127:23 (2022)
[j128]
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Qun Li, Fu Xiao, Bir Bhanu, Biyun Sheng, Richang Hong:
Inner Knowledge-based Img2Doc Scheme for Visual Question Answering. ACM Trans. Multim. Comput. Commun. Appl. 18(3): 76:1-76:21 (2022)
[c122]
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Zhao Zhang, Huan Zheng, Richang Hong, Mingliang Xu, Shuicheng Yan, Meng Wang:
Deep Color Consistent Network for Low-Light Image Enhancement. CVPR 2022: 1889-1898
[c121]
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Hengtong Hu, Lingxi Xie, Xinyue Huo, Richang Hong, Qi Tian:
Vibration-Based Uncertainty Estimation for Learning from Limited Supervision. ECCV (30) 2022: 160-176
[c120]
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Biao Qian, Yang Wang, Hongzhi Yin, Richang Hong, Meng Wang:
Switchable Online Knowledge Distillation. ECCV (11) 2022: 449-466
[c119]
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  - conf/iccai/LuoYZSWH22
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Suchang Luo, Yonghui Yang, Kun Zhang, Peijie Sun, Le Wu, Richang Hong:
Self-Supervised Cross Domain Social Recommendation. ICCAI 2022: 286-292
[c118]
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Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan:
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization. ICDM 2022: 141-150
[c117]
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Yuanbo Lin Wu, Deyin Liu, Xiaojie Guo, Richang Hong, Liangchen Liu, Rui Zhang:
Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks. IJCAI 2022: 1465-1473
[c116]
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Wenliang Tang, Zhenzhen Hu, Zijie Song, Richang Hong:
OCR-oriented Master Object for Text Image Captioning. ICMR 2022: 39-43
[c115]
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  - conf/mm/TuLLHW22
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Junfeng Tu, Xueliang Liu, Zongxiang Lin, Richang Hong, Meng Wang:
Differentiable Cross-modal Hashing via Multimodal Transformers. ACM Multimedia 2022: 453-461
[c114]
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Tianyuan Xu, Xueliang Liu, Zhen Huang, Dan Guo, Richang Hong, Meng Wang:
Early-Learning regularized Contrastive Learning for Cross-Modal Retrieval with Noisy Labels. ACM Multimedia 2022: 629-637
[c113]
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Shengeng Tang, Richang Hong, Dan Guo, Meng Wang:
Gloss Semantic-Enhanced Network with Online Back-Translation for Sign Language Production. ACM Multimedia 2022: 5630-5638
[c112]
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Suiyi Zhao, Zhao Zhang, Richang Hong, Mingliang Xu, Haijun Zhang, Meng Wang, Shuicheng Yan:
CRNet: Unsupervised Color Retention Network for Blind Motion Deblurring. ACM Multimedia 2022: 6193-6201
[c111]
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Yanyan Wei, Zhao Zhang, Huan Zheng, Richang Hong, Yi Yang, Meng Wang:
SGINet: Toward Sufficient Interaction Between Single Image Deraining and Semantic Segmentation. ACM Multimedia 2022: 6202-6210
[c110]
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  - conf/mm/RenZHXZZW22
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Jiahuan Ren, Zhao Zhang, Richang Hong, Mingliang Xu, Haijun Zhang, Mingbo Zhao, Meng Wang:
Robust Low-Rank Convolution Network for Image Denoising. ACM Multimedia 2022: 6211-6219
[c109]
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Suiyi Zhao, Zhao Zhang, Richang Hong, Mingliang Xu, Yi Yang, Meng Wang:
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring. ACM Multimedia 2022: 6220-6229
[c108]
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Yanyan Wei, Zhao Zhang, Mingliang Xu, Richang Hong, Jicong Fan, Shuicheng Yan:
Robust Attention Deraining Network for Synchronous Rain Streaks and Raindrops Removal. ACM Multimedia 2022: 6464-6472
[c107]
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Lulu Zhao, Ling Shen, Richang Hong:
One-Stage Image Inpainting with Hybrid Attention. MMM (1) 2022: 505-517
[c106]
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  - conf/prcv/WangQHWLH22
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Xiaowei Wang, Wei Qin, Zhenzhen Hu, Lei Wang, Yunshi Lan, Richang Hong:
Math Word Problem Generation with Memory Retrieval. PRCV (3) 2022: 372-385
[c105]
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  - conf/sigir/ShuaiZWSHWL22
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Jie Shuai, Kun Zhang, Le Wu, Peijie Sun, Richang Hong, Meng Wang, Yong Li:
A Review-aware Graph Contrastive Learning Framework for Recommendation. SIGIR 2022: 1283-1293
[i49]
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  - journals/corr/abs-2203-00304
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Yanrong Guo, Chenyang Zhu, Shijie Hao, Richang Hong:
Automatic Depression Detection via Learning and Fusing Features from Visual Cues. CoRR abs/2203.00304 (2022)
[i48]
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  - journals/corr/abs-2204-07820
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Suiyi Zhao, Zhao Zhang, Richang Hong, Mingliang Xu, Yi Yang, Meng Wang:
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring. CoRR abs/2204.07820 (2022)
[i47]
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  - journals/corr/abs-2204-12063
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Jie Shuai, Kun Zhang, Le Wu, Peijie Sun, Richang Hong, Meng Wang, Yong Li:
A Review-aware Graph Contrastive Learning Framework for Recommendation. CoRR abs/2204.12063 (2022)
[i46]
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  - journals/corr/abs-2205-00179
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Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan, Meng Wang:
ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization. CoRR abs/2205.00179 (2022)
[i45]
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  - journals/corr/abs-2206-13256
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Yanrong Guo, Chenyang Zhu, Shijie Hao, Richang Hong:
A Topic-Attentive Transformer-based Model For Multimodal Depression Detection. CoRR abs/2206.13256 (2022)
[i44]
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  - journals/corr/abs-2209-04996
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Biao Qian, Yang Wang, Hongzhi Yin, Richang Hong, Meng Wang:
Switchable Online Knowledge Distillation. CoRR abs/2209.04996 (2022)
[i43]
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  - journals/corr/abs-2210-00545
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Jiahuan Ren, Zhao Zhang, Richang Hong, Mingliang Xu, Yi Yang, Shuicheng Yan:
Seeing Through The Noisy Dark: Toward Real-world Low-Light Image Enhancement and Denoising. CoRR abs/2210.00545 (2022)
[i42]
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  - journals/corr/abs-2210-04614
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Kang Liu, Feng Xue, Xiangnan He, Dan Guo, Richang Hong:
Joint Multi-grained Popularity-aware Graph Convolution Collaborative Filtering for Recommendation. CoRR abs/2210.04614 (2022)
[i41]
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  - journals/corr/abs-2210-07443
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Kang Liu, Feng Xue, Dan Guo, Le Wu, Shujie Li, Richang Hong:
MEGCF: Multimodal Entity Graph Collaborative Filtering for Personalized Recommendation. CoRR abs/2210.07443 (2022)
[i40]
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  - journals/corr/abs-2211-00859
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Huan Zheng, Zhao Zhang, Jicong Fan, Richang Hong, Yi Yang, Shuicheng Yan:
Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in The Dark. CoRR abs/2211.00859 (2022)
[i39]
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  - journals/corr/abs-2211-10104
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Yanyan Wei, Zhao Zhang, Zhongqiu Zhao, Yang Zhao, Richang Hong, Yi Yang:
Stereo Image Rain Removal via Dual-View Mutual Attention. CoRR abs/2211.10104 (2022)
2021
[j127]
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Naiyang Miao, Feng Xue, Richang Hong:
Multimodal Semantics-Based Supervised Latent Dirichlet Allocation for Event Classification. IEEE Multim. 28(4): 8-17 (2021)
[j126]
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Junwei Li, Le Wu, Richang Hong, Jinkui Hou:
Random walk based distributed representation learning and prediction on Social Networking Services. Inf. Sci. 549: 328-346 (2021)
[j125]
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Zhaokun Li, Xueliang Liu, Ye Zhao, Bo Liu, Zhen Huang, Richang Hong:
A lightweight multi-scale aggregated model for detecting aerial images captured by UAVs. J. Vis. Commun. Image Represent. 77: 103058 (2021)
[j124]
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Mao Gu, Zhou Zhao, Weike Jin, Richang Hong, Fei Wu:
Graph-Based Multi-Interaction Network for Video Question Answering. IEEE Trans. Image Process. 30: 2758-2770 (2021)
[j123]
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Biao Qian, Yang Wang, Richang Hong, Meng Wang, Ling Shao:
Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition. IEEE Trans. Image Process. 30: 4894-4904 (2021)
[j122]
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Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji:
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning. IEEE Trans. Image Process. 30: 8410-8425 (2021)
[j121]
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  - journals/tkde/ShenLYXHSH21
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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)
[j120]
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Zijian Zhang, Zhou Zhao, Zhu Zhang, Zhijie Lin, Qi Wang, Richang Hong:
Temporal Textual Localization in Video via Adversarial Bi-Directional Interaction Networks. IEEE Trans. Multim. 23: 3306-3317 (2021)
[j119]
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Zan Gao, Li-Shuai Gao, Hua Zhang, Zhiyong Cheng, Richang Hong, Shengyong Chen:
DCR: A Unified Framework for Holistic/Partial Person ReID. IEEE Trans. Multim. 23: 3332-3345 (2021)
[j118]
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Fei Liu, Jing Liu, Zhiwei Fang, Richang Hong, Hanqing Lu:
Visual Question Answering With Dense Inter- and Intra-Modality Interactions. IEEE Trans. Multim. 23: 3518-3529 (2021)
[j117]
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  - journals/tnn/Li00H0021
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Ximing Li, Yang Wang, Zhao Zhang, Richang Hong, Li Zhuo, Meng Wang:
RMoR-Aion: Robust Multioutput Regression by Simultaneously Alleviating Input and Output Noises. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1351-1364 (2021)
[j116]
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Le Wu, Peijie Sun, Richang Hong, Yong Ge, Meng Wang:
Collaborative Neural Social Recommendation. IEEE Trans. Syst. Man Cybern. Syst. 51(1): 464-476 (2021)
[j115]
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Richang Hong, Yuan He, Le Wu, Yong Ge, Xindong Wu:
Deep Attributed Network Embedding by Preserving Structure and Attribute Information. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1434-1445 (2021)
[c104]
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  - conf/mir/WuLHMH21
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Lei Wu, Xueliang Liu, Yanbin Hao, Yunjie Ma, Richang Hong:
NASTER: Non-local Attentional Scene Text Recognizer. ICMR 2021: 331-338
[c103]
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  - conf/sigir/YangWHZW21
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Yonghui Yang, Le Wu, Richang Hong, Kun Zhang, Meng Wang:
Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization. SIGIR 2021: 71-80
[c102]
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  - conf/sigir/ChenWZHW21
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Lei Chen, Le Wu, Kun Zhang, Richang Hong, Meng Wang:
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation. SIGIR 2021: 585-594
[c101]
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Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang:
Privileged Graph Distillation for Cold Start Recommendation. SIGIR 2021: 1187-1196
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Le Wu, Lei Chen, Pengyang Shao, Richang Hong, Xiting Wang, Meng Wang:
Learning Fair Representations for Recommendation: A Graph-based Perspective. WWW 2021: 2198-2208
[i38]
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  - journals/corr/abs-2101-03783
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Renhao Sun, Yang Wang, Zhao Zhang, Richang Hong, Meng Wang:
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering. CoRR abs/2101.03783 (2021)
[i37]
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  - journals/corr/abs-2102-09140
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Le Wu, Lei Chen, Pengyang Shao, Richang Hong, Xiting Wang, Meng Wang:
Learning Fair Representations for Bipartite Graph based Recommendation. CoRR abs/2102.09140 (2021)
[i36]
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  - journals/corr/abs-2103-16009
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Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Meng Wang:
Revisiting Deep Local Descriptor for Improved Few-Shot Classification. CoRR abs/2103.16009 (2021)
[i35]
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  - journals/corr/abs-2104-02429
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Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji:
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning. CoRR abs/2104.02429 (2021)
[i34]
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  - journals/corr/abs-2105-02046
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Yuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong, Meng Wang:
MCGNet: Partial Multi-view Few-shot Learning via Meta-alignment and Context Gated-aggregation. CoRR abs/2105.02046 (2021)
[i33]
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  - journals/corr/abs-2105-07377
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Lei Chen, Le Wu, Kun Zhang, Richang Hong, Meng Wang:
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation. CoRR abs/2105.07377 (2021)
[i32]
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  - journals/corr/abs-2105-14975
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Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang:
Privileged Graph Distillation for Cold Start Recommendation. CoRR abs/2105.14975 (2021)
[i31]
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  - journals/corr/abs-2107-05583
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Yuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong, Zhen junzha, Meng Wang:
Few-shot Learning with Global Relatedness Decoupled-Distillation. CoRR abs/2107.05583 (2021)
2020
[j114]
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  - journals/access/QinHLFHH20
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Wei Qin, Zhenzhen Hu, Xueliang Liu, Weijie Fu, Jun He, Richang Hong:
The Balanced Loss Curriculum Learning. IEEE Access 8: 25990-26001 (2020)
[j113]
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  - journals/fcsc/ShenHH20
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Ling Shen, Richang Hong, Yanbin Hao:
Advance on large scale near-duplicate video retrieval. Frontiers Comput. Sci. 14(5): 145702 (2020)
[j112]
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  - journals/pr/YuanXXGWHL20
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Jin Yuan, Heng-Chang Xiong, Yi Xiao, Weili Guan, Meng Wang, Richang Hong, Zhiyong Li:
Gated CNN: Integrating multi-scale feature layers for object detection. Pattern Recognit. 105: 107131 (2020)
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  - journals/tcsv/HanWHW20
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Yahong Han, Bo Wang, Richang Hong, Fei Wu:
Movie Question Answering via Textual Memory and Plot Graph. IEEE Trans. Circuits Syst. Video Technol. 30(3): 875-887 (2020)
[j110]
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Lin Wu, Richang Hong, Yang Wang, Meng Wang:
Cross-Entropy Adversarial View Adaptation for Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2081-2092 (2020)
[j109]
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Zhao Zhang, Jiahuan Ren, Weiming Jiang, Zheng Zhang, Richang Hong, Shuicheng Yan, Meng Wang:
Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2430-2446 (2020)
[j108]
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Xiaobin Liu, Shiliang Zhang, Xiaoyu Wang, Richang Hong, Qi Tian:
Group-Group Loss-Based Global-Regional Feature Learning for Vehicle Re-Identification. IEEE Trans. Image Process. 29: 2638-2652 (2020)
[j107]
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Xueliang Liu, Xun Yang, Meng Wang, Richang Hong:
Deep Neighborhood Component Analysis for Visual Similarity Modeling. ACM Trans. Intell. Syst. Technol. 11(3): 29:1-29:15 (2020)
[j106]
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Junwei Li, Le Wu, Richang Hong, Kun Zhang, Yong Ge, Yan Li:
A Joint Neural Model for User Behavior Prediction on Social Networking Platforms. ACM Trans. Intell. Syst. Technol. 11(6): 72:1-72:25 (2020)
[j105]
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Le Wu, Lei Chen, Richang Hong, Yanjie Fu, Xing Xie, Meng Wang:
A Hierarchical Attention Model for Social Contextual Image Recommendation. IEEE Trans. Knowl. Data Eng. 32(10): 1854-1867 (2020)
[j104]
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Yanbin Hao, Tingting Mu, Richang Hong, Meng Wang, Xueliang Liu, John Yannis Goulermas:
Cross-Domain Sentiment Encoding through Stochastic Word Embedding. IEEE Trans. Knowl. Data Eng. 32(10): 1909-1922 (2020)
[j103]
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  - journals/tmm/XueHHWQX20
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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)
[j102]
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  - journals/tnn/HeTDHRC20
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Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua:
Fast Matrix Factorization With Nonuniform Weights on Missing Data. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2791-2804 (2020)
[j101]
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Ling Shen, Richang Hong, Haoran Zhang, Xinmei Tian, Meng Wang:
Video Retrieval with Similarity-Preserving Deep Temporal Hashing. ACM Trans. Multim. Comput. Commun. Appl. 15(4): 109:1-109:16 (2020)
[c99]
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Lei Chen, Le Wu, Richang Hong, Kun Zhang, Meng Wang:
Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach. AAAI 2020: 27-34
[c98]
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  - conf/cvpr/HuXH020
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Hengtong Hu, Lingxi Xie, Richang Hong, Qi Tian:
Creating Something From Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing. CVPR 2020: 3120-3129
[c97]
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Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li:
Real-World Person Re-Identification via Degradation Invariance Learning. CVPR 2020: 14072-14082
[c96]
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Depeng Wang, Zhenzhen Hu, Yuanen Zhou, Xueliang Liu, Le Wu, Richang Hong:
A Text-Guided Graph Structure for Image Captioning. ICME Workshops 2020: 1-6
[c95]
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  - conf/mm/CaoZWNHQ20
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Da Cao, Yawen Zeng, Xiaochi Wei, Liqiang Nie, Richang Hong, Zheng Qin:
Adversarial Video Moment Retrieval by Jointly Modeling Ranking and Localization. ACM Multimedia 2020: 898-906
[c94]
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Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Zheng-Jun Zha, Meng Wang:
Memory-Augmented Relation Network for Few-Shot Learning. ACM Multimedia 2020: 1236-1244
[c93]
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Jiawei Liu, Zheng-Jun Zha, Richang Hong, Meng Wang, Yongdong Zhang:
Dual Context-Aware Refinement Network for Person Search. ACM Multimedia 2020: 3450-3459
[c92]
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Fei Liu, Jing Liu, Xinxin Zhu, Richang Hong, Hanqing Lu:
Dual Hierarchical Temporal Convolutional Network with QA-Aware Dynamic Normalization for Video Story Question Answering. ACM Multimedia 2020: 4253-4261
[c91]
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  - conf/mmasia/SunLHH20
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Lexuan Sun, Xueliang Liu, Zhenzhen Hu, Richang Hong:
WFN-PSC: weighted-fusion network with poly-scale convolution for image dehazing. MMAsia 2020: 39:1-39:7
[c90]
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  - conf/mmm/YangCHCLZ20
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Binxin Yang, Xuejin Chen, Richang Hong, Zihan Chen, Yuhang Li, Zheng-Jun Zha:
Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis. MMM (1) 2020: 790-801
[c89]
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Hengtong Hu, Lingxi Xie, Zewei Du, Richang Hong, Qi Tian:
One-bit Supervision for Image Classification. NeurIPS 2020
[c88]
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  - conf/sigir/WuYZHF020
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Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang:
Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach. SIGIR 2020: 679-688
[c87]
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Le Wu, Yonghui Yang, Lei Chen, Defu Lian, Richang Hong, Meng Wang:
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation. SIGIR 2020: 1211-1220
[c86]
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  - conf/wsdm/Lei0MWHKC20
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Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua:
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. WSDM 2020: 304-312
[c85]
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  - conf/www/SunWZFHW20
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Peijie Sun, Le Wu, Kun Zhang, Yanjie Fu, Richang Hong, Meng Wang:
Dual Learning for Explainable Recommendation: Towards Unifying User Preference Prediction and Review Generation. WWW 2020: 837-847
[i30]
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  - journals/corr/abs-2001-10167
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Lei Chen, Le Wu, Richang Hong, Kun Zhang, Meng Wang:
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach. CoRR abs/2001.10167 (2020)
[i29]
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  - journals/corr/abs-2002-00844
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Le Wu, Junwei Li, Peijie Sun, Richang Hong, Yong Ge, Meng Wang:
DiffNet++: A Neural Influence and Interest Diffusion Network for Social Recommendation. CoRR abs/2002.00844 (2020)
[i28]
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  - journals/corr/abs-2002-09102
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Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua:
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. CoRR abs/2002.09102 (2020)
[i27]
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  - journals/corr/abs-2004-00280
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Hengtong Hu, Lingxi Xie, Richang Hong, Qi Tian:
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing. CoRR abs/2004.00280 (2020)
[i26]
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  - journals/corr/abs-2004-04933
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Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li:
Real-world Person Re-Identification via Degradation Invariance Learning. CoRR abs/2004.04933 (2020)
[i25]
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  - journals/corr/abs-2005-04414
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Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Zhengjun Zha, Meng Wang:
Memory-Augmented Relation Network for Few-Shot Learning. CoRR abs/2005.04414 (2020)
[i24]
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  - journals/corr/abs-2005-11034
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Shijie Hao, Yuan Zhou, Yanrong Guo, Richang Hong:
Bi-direction Context Propagation Network for Real-time Semantic Segmentation. CoRR abs/2005.11034 (2020)
[i23]
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  - journals/corr/abs-2005-11724
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Le Wu, Yonghui Yang, Lei Chen, Defu Lian, Richang Hong, Meng Wang:
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation. CoRR abs/2005.11724 (2020)
[i22]
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  - journals/corr/abs-2005-12021
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Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang:
Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach. CoRR abs/2005.12021 (2020)
[i21]
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  - journals/corr/abs-2007-03383
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Kang Liu, Feng Xue, Richang Hong:
RGCF: Refined Graph Convolution Collaborative Filtering with concise and expressive embedding. CoRR abs/2007.03383 (2020)
[i20]
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  - journals/corr/abs-2009-06168
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Hengtong Hu, Lingxi Xie, Zewei Du, Richang Hong, Qi Tian:
One-bit Supervision for Image Classification. CoRR abs/2009.06168 (2020)

2010 – 2019

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2019
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Fu Xiao, Lei Chen, Hai Zhu, Richang Hong, Ruchuan Wang:
Anomaly-Tolerant Network Traffic Estimation via Noise-Immune Temporal Matrix Completion Model. IEEE J. Sel. Areas Commun. 37(6): 1192-1204 (2019)
[j99]
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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)
[j98]
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Hantao Yao, Shiliang Zhang, Richang Hong, Yongdong Zhang, Changsheng Xu, Qi Tian:
Deep Representation Learning With Part Loss for Person Re-Identification. IEEE Trans. Image Process. 28(6): 2860-2871 (2019)
[j97]
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  - https://dblp.org/rec/journals/tois/XueHWXLH19
Feng Xue, Xiangnan He, Xiang Wang, Jiandong Xu, Kai Liu, Richang Hong:
Deep Item-based Collaborative Filtering for Top-N Recommendation. ACM Trans. Inf. Syst. 37(3): 33:1-33:25 (2019)
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Xueliang Liu, Meng Wang, Zheng-Jun Zha, Richang Hong:
Cross-Modality Feature Learning via Convolutional Autoencoder. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 7:1-7:20 (2019)
[j95]
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Richang Hong, Yahong Han, Tat-Seng Chua:
Introduction to the Special Issue on the Cross-Media Analysis for Visual Question Answering. ACM Trans. Multim. Comput. Commun. Appl. 15(2s): 48:1-48:3 (2019)
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Richang Hong:
Table of Contents: Online Supplement Volume 15, Number 2s. ACM Trans. Multim. Comput. Commun. Appl. 15(3) (2019)
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Zhangcheng Wang, Ya Li, Richang Hong, Xinmei Tian:
Eigenvector-Based Distance Metric Learning for Image Classification and Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 15(3): 84:1-84:19 (2019)
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Xueliang Liu, Rongjie Zhang, Zhijun Meng, Richang Hong, Guangcan Liu:
On fusing the latent deep CNN feature for image classification. World Wide Web 22(2): 423-436 (2019)
[j91]
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Xueliang Liu, Rongjie Zhang, Zhijun Meng, Richang Hong, Guangcan Liu:
Correction to: On fusing the latent deep CNN feature for image classification. World Wide Web 22(4): 1887 (2019)
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Jiawei Liu, Zheng-Jun Zha, Di Chen, Richang Hong, Meng Wang:
Adaptive Transfer Network for Cross-Domain Person Re-Identification. CVPR 2019: 7202-7211
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Yanyan Wei, Zhao Zhang, Haijun Zhang, Richang Hong, Meng Wang:
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining. ICDM 2019: 628-637
[c82]
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Fei Liu, Jing Liu, Zhiwei Fang, Richang Hong, Hanqing Lu:
Densely Connected Attention Flow for Visual Question Answering. IJCAI 2019: 869-875
[c81]
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Le Wu, Lei Chen, Yonghui Yang, Richang Hong, Yong Ge, Xing Xie, Meng Wang:
Personalized Multimedia Item and Key Frame Recommendation. IJCAI 2019: 1431-1437
[c80]
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Jiawei Liu, Zheng-Jun Zha, Richang Hong, Meng Wang, Yongdong Zhang:
Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search. ACM Multimedia 2019: 665-673
[c79]
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Liqiang Nie, Wenjie Wang, Richang Hong, Meng Wang, Qi Tian:
Multimodal Dialog System: Generating Responses via Adaptive Decoders. ACM Multimedia 2019: 1098-1106
[c78]
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Fei Liu, Jing Liu, Richang Hong, Hanqing Lu:
Erasing-based Attention Learning for Visual Question Answering. ACM Multimedia 2019: 1175-1183
[c77]
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Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Richang Hong, Tat-Seng Chua:
MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video. ACM Multimedia 2019: 1437-1445
[c76]
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Zhao Zhang, Jiahuan Ren, Sheng Li, Richang Hong, Zhengjun Zha, Meng Wang:
Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation. ACM Multimedia 2019: 1569-1577
[c75]
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Ling Shen, Richang Hong, Haoran Zhang, Hanwang Zhang, Meng Wang:
Single-shot Semantic Image Inpainting with Densely Connected Generative Networks. ACM Multimedia 2019: 1861-1869
[c74]
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Zan Gao, Li-Shuai Gao, Hua Zhang, Zhiyong Cheng, Richang Hong:
Deep Spatial Pyramid Features Collaborative Reconstruction for Partial Person ReID. ACM Multimedia 2019: 1879-1887
[c73]
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Hengtong Hu, Richang Hong, Weijie Fu, Meng Wang:
Efficient Graph Based Multi-view Learning. MMM (1) 2019: 691-703
[c72]
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Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang:
A Neural Influence Diffusion Model for Social Recommendation. SIGIR 2019: 235-244
[i19]
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Lin Wu, Richang Hong, Yang Wang, Meng Wang:
Cross-Entropy Adversarial View Adaptation for Person Re-identification. CoRR abs/1904.01755 (2019)
[i18]
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Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang:
A Neural Influence Diffusion Model for Social Recommendation. CoRR abs/1904.10322 (2019)
[i17]
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Zhengguang Zhou, Wengang Zhou, Richang Hong, Houqiang Li:
Online Filter Clustering and Pruning for Efficient Convnets. CoRR abs/1905.11787 (2019)
[i16]
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  - journals/corr/abs-1906-00246
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Le Wu, Lei Chen, Yonghui Yang, Richang Hong, Yong Ge, Xing Xie, Meng Wang:
Personalized Multimedia Item and Key Frame Recommendation. CoRR abs/1906.00246 (2019)
[i15]
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Richang Hong, Daqing Liu, Xiaoyu Mo, Xiangnan He, Hanwang Zhang:
Learning to Compose and Reason with Language Tree Structures for Visual Grounding. CoRR abs/1906.01784 (2019)
[i14]
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  - journals/corr/abs-1906-04598
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Zhao Zhang, Jiahuan Ren, Weiming Jiang, Zheng Zhang, Richang Hong, Shuicheng Yan, Meng Wang:
Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. CoRR abs/1906.04598 (2019)
[i13]
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  - journals/corr/abs-1908-01266
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Zhao Zhang, Jiahuan Ren, Sheng Li, Richang Hong, Zheng-Jun Zha, Meng Wang:
Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation. CoRR abs/1908.01266 (2019)
[i12]
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  - journals/corr/abs-1908-10521
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Yanyan Wei, Zhao Zhang, Haijun Zhang, Richang Hong, Meng Wang:
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining. CoRR abs/1908.10521 (2019)
[i11]
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  - journals/corr/abs-1912-00418
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Biao Qian, Yang Wang, Zhao Zhang, Richang Hong, Meng Wang, Ling Shao:
Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition. CoRR abs/1912.00418 (2019)
2018
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Teng Li, Yan Wang, Richang Hong, Meng Wang, Xinyu Wu:
pDisVPL: Probabilistic Discriminative Visual Part Learning for Image Classification. IEEE Multim. 25(4): 34-45 (2018)
[j89]
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Liqiang Nie, Richang Hong, Peng Cui:
Guest Editorial: Query understanding. Neurocomputing 274: 1-2 (2018)
[j88]
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  - journals/tcsv/ZhaoLHHHT18
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Shichao Zhao, Yanbin Liu, Yahong Han, Richang Hong, Qinghua Hu, Qi Tian:
Pooling the Convolutional Layers in Deep ConvNets for Video Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 28(8): 1839-1849 (2018)
[j87]
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Jingkuan Song, Hanwang Zhang, Xiangpeng Li, Lianli Gao, Meng Wang, Richang Hong:
Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder. IEEE Trans. Image Process. 27(7): 3210-3221 (2018)
[j86]
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Youjiang Xu, Yahong Han, Richang Hong, Qi Tian:
Sequential Video VLAD: Training the Aggregation Locally and Temporally. IEEE Trans. Image Process. 27(10): 4933-4944 (2018)
[j85]
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Yun Zhou, Jianghong Han, Fan Yang, Kaihua Zhang, Richang Hong:
Efficient Correlation Tracking via Center-Biased Spatial Regularization. IEEE Trans. Image Process. 27(12): 6159-6173 (2018)
[j84]
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Le Wu, Qi Liu, Richang Hong, Enhong Chen, Yong Ge, Xing Xie, Meng Wang:
Product Adoption Rate Prediction in a Competitive Market. IEEE Trans. Knowl. Data Eng. 30(2): 325-338 (2018)
[c71]
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Bo Wang, Youjiang Xu, Yahong Han, Richang Hong:
Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents. AAAI 2018: 7380-7387
[c70]
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  - conf/bigmm/FengZHHGW18
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Zhuang Feng, Zhiyuan Zhou, Richang Hong, Shijie Hao, Yong Ge, Meng Wang:
Single Low-Light Image Enhancement by Fusing Multiple Sources. BigMM 2018: 1-4
[c69]
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Yuanen Zhou, Zhenzhen Hu, Ye Zhao, Xueliang Liu, Richang Hong:
Enhanced Text-Guided Attention Model for Image Captioning. BigMM 2018: 1-5
[c68]
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  - conf/cvpr/WangZ0H0L18
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Ning Wang, Wengang Zhou, Qi Tian, Richang Hong, Meng Wang, Houqiang Li:
Multi-Cue Correlation Filters for Robust Visual Tracking. CVPR 2018: 4844-4853
[c67]
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Guotian Xie, Jingdong Wang, Ting Zhang, Jianhuang Lai, Richang Hong, Guo-Jun Qi:
Interleaved Structured Sparse Convolutional Neural Networks. CVPR 2018: 8847-8856
[c66]
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  - conf/icip/ZhouZLH18
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Zhengguang Zhou, Wengang Zhou, Houqiang Li, Richang Hong:
Online Filter Clustering and Pruning for Efficient Convnets. ICIP 2018: 11-15
[c65]
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Feng Lin, Richang Hong, Wengang Zhou, Houqiang Li:
Facial Expression Recognition with Data Augmentation and Compact Feature Learning. ICIP 2018: 1957-1961
[c64]
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Zhengguang Zhou, Wengang Zhou, Richang Hong, Houqiang Li:
Online Filter Weakening and Pruning for Efficient Convnets. ICME 2018: 1-6
[c63]
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Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua:
Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning. IJCAI 2018: 4482-4488
[c62]
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Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Dialogue Systems. ACM Multimedia 2018: 801-809
[c61]
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Lizi Liao, You Zhou, Yunshan Ma, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Fashion Chatbot. ACM Multimedia 2018: 1265-1266
[c60]
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  - conf/pcm/XuHGH18
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Chenmin Xu, Shijie Hao, Yanrong Guo, Richang Hong:
Enhancing Low-Light Images with JPEG Artifact Based on Image Decomposition. PCM (2) 2018: 3-12
[c59]
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  - conf/sigir/Cao0MAYH18
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Da Cao, Xiangnan He, Lianhai Miao, Yahui An, Chao Yang, Richang Hong:
Attentive Group Recommendation. SIGIR 2018: 645-654
[e8]
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  - conf/icimcs/2017
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Benoit Huet, Liqiang Nie, Richang Hong:
Internet Multimedia Computing and Service - 9th International Conference, ICIMCS 2017, Qingdao, China, August 23-25, 2017, Revised Selected Papers. Communications in Computer and Information Science 819, Springer 2018, ISBN 978-981-10-8529-1 [contents]
[e7]
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Richang Hong, Wen-Huang Cheng, Toshihiko Yamasaki, Meng Wang, Chong-Wah Ngo:
Advances in Multimedia Information Processing - PCM 2018 - 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11164, Springer 2018, ISBN 978-3-030-00775-1 [contents]
[e6]
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Richang Hong, Wen-Huang Cheng, Toshihiko Yamasaki, Meng Wang, Chong-Wah Ngo:
Advances in Multimedia Information Processing - PCM 2018 - 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11165, Springer 2018, ISBN 978-3-030-00766-9 [contents]
[e5]
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Richang Hong, Wen-Huang Cheng, Toshihiko Yamasaki, Meng Wang, Chong-Wah Ngo:
Advances in Multimedia Information Processing - PCM 2018 - 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part III. Lecture Notes in Computer Science 11166, Springer 2018, ISBN 978-3-030-00763-8 [contents]
[i10]
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Jingkuan Song, Hanwang Zhang, Xiangpeng Li, Lianli Gao, Meng Wang, Richang Hong:
Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder. CoRR abs/1802.02305 (2018)
[i9]
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  - journals/corr/abs-1804-06202
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Guotian Xie, Jingdong Wang, Ting Zhang, Jianhuang Lai, Richang Hong, Guo-Jun Qi:
IGCV2: Interleaved Structured Sparse Convolutional Neural Networks. CoRR abs/1804.06202 (2018)
[i8]
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Bo Wang, Youjiang Xu, Yahong Han, Richang Hong:
Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents. CoRR abs/1804.09412 (2018)
[i7]
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Le Wu, Yong Ge, Qi Liu, Enhong Chen, Richang Hong, Meng Wang, Junping Du:
Explainable Social Contextual Image Recommendation with Hierarchical Attention. CoRR abs/1806.00723 (2018)
[i6]
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Le Wu, Peijie Sun, Richang Hong, Yanjie Fu, Xiting Wang, Meng Wang:
SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation. CoRR abs/1811.02815 (2018)
[i5]
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  - journals/corr/abs-1811-04392
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Feng Xue, Xiangnan He, Xiang Wang, Jiandong Xu, Kai Liu, Richang Hong:
Deep Item-based Collaborative Filtering for Top-N Recommendation. CoRR abs/1811.04392 (2018)
[i4]
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Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua:
Fast Matrix Factorization with Non-Uniform Weights on Missing Data. CoRR abs/1811.04411 (2018)
2017
[j83]
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Yang Yang, Richang Hong, Benoit Huet, Heng Tao Shen:
Editorial: Good practices in multimedia modeling. Neurocomputing 236: 1-4 (2017)
[j82]
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Jing Sun, Xibiao Cai, Fuming Sun, Richang Hong:
Dual graph-regularized Constrained Nonnegative Matrix Factorization for Image Clustering. KSII Trans. Internet Inf. Syst. 11(5): 2607-2627 (2017)
[j81]
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Yingjie Xia, Luming Zhang, Richang Hong, Liqiang Nie, Yan Yan, Ling Shao:
Perceptually Guided Photo Retargeting. IEEE Trans. Cybern. 47(3): 566-578 (2017)
[j80]
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Zhenzhen Hu, Yonggang Wen, Jianfeng Wang, Meng Wang, Richang Hong, Shuicheng Yan:
Facial Age Estimation With Age Difference. IEEE Trans. Image Process. 26(7): 3087-3097 (2017)
[j79]
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Richang Hong, Lei Li, Junjie Cai, Dapeng Tao, Meng Wang, Qi Tian:
Coherent Semantic-Visual Indexing for Large-Scale Image Retrieval in the Cloud. IEEE Trans. Image Process. 26(9): 4128-4138 (2017)
[j78]
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Rong Wang, Feiping Nie, Richang Hong, Xiaojun Chang, Xiaojun Yang, Weizhong Yu:
Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction. IEEE Trans. Image Process. 26(10): 5019-5030 (2017)
[j77]
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Yanbin Hao, Tingting Mu, John Yannis Goulermas, Jianguo Jiang, Richang Hong, Meng Wang:
Unsupervised t-Distributed Video Hashing and Its Deep Hashing Extension. IEEE Trans. Image Process. 26(11): 5531-5544 (2017)
[j76]
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Liqiang Nie, Luming Zhang, Meng Wang, Richang Hong, Aleksandr Farseev, Tat-Seng Chua:
Learning User Attributes via Mobile Social Multimedia Analytics. ACM Trans. Intell. Syst. Technol. 8(3): 36:1-36:19 (2017)
[j75]
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Zhenzhen Hu, Yonggang Wen, Luoqi Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan:
Visual Classification of Furniture Styles. ACM Trans. Intell. Syst. Technol. 8(5): 67:1-67:20 (2017)
[j74]
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Chaoran Cui, Jialie Shen, Liqiang Nie, Richang Hong, Jun Ma:
Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation. ACM Trans. Intell. Syst. Technol. 8(5): 71:1-71:23 (2017)
[j73]
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Le Wu, Yong Ge, Qi Liu, Enhong Chen, Richang Hong, Junping Du, Meng Wang:
Modeling the Evolution of Users' Preferences and Social Links in Social Networking Services. IEEE Trans. Knowl. Data Eng. 29(6): 1240-1253 (2017)
[j72]
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Richang Hong, Chuan He, Yong Ge, Meng Wang, Xindong Wu:
User Vitality Ranking and Prediction in Social Networking Services: A Dynamic Network Perspective. IEEE Trans. Knowl. Data Eng. 29(6): 1343-1356 (2017)
[j71]
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Yanbin Hao, Tingting Mu, Richang Hong, Meng Wang, Ning An, John Yannis Goulermas:
Stochastic Multiview Hashing for Large-Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. 19(1): 1-14 (2017)
[j70]
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Xueming Qian, Huan Wang, Yisi Zhao, Xingsong Hou, Richang Hong, Meng Wang, Yuan Yan Tang:
Image Location Inference by Multisaliency Enhancement. IEEE Trans. Multim. 19(4): 813-821 (2017)
[j69]
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Yun Zhou, Jianghong Han, Xiaohui Yuan, Zhenchun Wei, Richang Hong:
Inverse Sparse Group Lasso Model for Robust Object Tracking. IEEE Trans. Multim. 19(8): 1798-1810 (2017)
[j68]
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Na Zhao, Hanwang Zhang, Richang Hong, Meng Wang, Tat-Seng Chua:
VideoWhisper: Toward Discriminative Unsupervised Video Feature Learning With Attention-Based Recurrent Neural Networks. IEEE Trans. Multim. 19(9): 2080-2092 (2017)
[j67]
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Xun Yang, Meng Wang, Richang Hong, Qi Tian, Yong Rui:
Enhancing Person Re-identification in a Self-Trained Subspace. ACM Trans. Multim. Comput. Commun. Appl. 13(3): 27:1-27:23 (2017)
[c58]
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Na Zhao, Hanwang Zhang, Mingxing Zhang, Richang Hong, Meng Wang, Tat-Seng Chua:
VIDEOWHISPER: Towards unsupervised learning of discriminative features of videos with RNN. ICME 2017: 277-282
[c57]
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Liqiang Nie, Xiang Wang, Jianglong Zhang, Xiangnan He, Hanwang Zhang, Richang Hong, Qi Tian:
Enhancing Micro-video Understanding by Harnessing External Sounds. ACM Multimedia 2017: 1192-1200
[c56]
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  - conf/pcm/GeLHSW17
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Jiancong Ge, Xueliang Liu, Richang Hong, Jie Shao, Meng Wang:
Deep Graph Laplacian Hashing for Image Retrieval. PCM (1) 2017: 3-13
[c55]
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Shuo Xing, Xueliang Liu, Richang Hong, Ye Zhao:
Generating Chinese Poems from Images Based on Neural Network. PCM (1) 2017: 545-554
[c54]
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  - conf/sigir/FengNWHC17
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Fuli Feng, Liqiang Nie, Xiang Wang, Richang Hong, Tat-Seng Chua:
Computational Social Indicators: A Case Study of Chinese University Ranking. SIGIR 2017: 455-464
[i3]
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Xun Yang, Meng Wang, Richang Hong, Qi Tian, Yong Rui:
Enhancing Person Re-identification in a Self-trained Subspace. CoRR abs/1704.06020 (2017)
2016
[j66]
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Shijie Hao, Yanrong Guo, Richang Hong, Meng Wang:
Scale-Aware Spatially Guided Mapping. IEEE Multim. 23(3): 34-42 (2016)
[j65]
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Wei Wang, Yan Yan, Luming Zhang, Richang Hong, Nicu Sebe:
Collaborative Sparse Coding for Multiview Action Recognition. IEEE Multim. 23(4): 80-87 (2016)
[j64]
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Na Zhao, Hanwang Zhang, Meng Wang, Richang Hong, Tat-Seng Chua:
Learning content-social influential features for influence analysis. Int. J. Multim. Inf. Retr. 5(3): 137-149 (2016)
[j63]
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Ye Zhao, Richang Hong, Jianguo Jiang:
Visual summarization of image collections by fast RANSAC. Neurocomputing 172: 48-52 (2016)
[j62]
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Jun Yu, Dapeng Tao, Richang Hong, Xinbo Gao:
Recent developments on deep big vision. Neurocomputing 187: 1-3 (2016)
[j61]
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Rui Jiang, Weijie Fu, Li Wen, Shijie Hao, Richang Hong:
Dimensionality reduction on Anchorgraph with an efficient Locality Preserving Projection. Neurocomputing 187: 109-118 (2016)
[j60]
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Dapeng Tao, Yonggang Wen, Richang Hong:
Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition. IEEE Internet Things J. 3(6): 1124-1134 (2016)
[j59]
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Xu Zhang, Jianguo Jiang, Richang Hong, Yue Du:
基于低秩稀疏分解与协作表示的图像分类算法 (Image Classification Algorithm Based on Low Rank and Sparse Decomposition and Collaborative Representation). 计算机科学 43(7): 83-88 (2016)
[j58]
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Shijie Hao, Meng Wang, Richang Hong, Jianguo Jiang:
Spatially guided local Laplacian filter for nature image detail enhancement. Multim. Tools Appl. 75(3): 1529-1542 (2016)
[j57]
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Shijie Hao, Daru Pan, Yanrong Guo, Richang Hong, Meng Wang:
Image detail enhancement with spatially guided filters. Signal Process. 120: 789-796 (2016)
[j56]
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  - journals/tase/ZhangHNH16
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Luming Zhang, Richang Hong, Liqiang Nie, Chaoqun Hong:
A Biologically Inspired Automatic System for Media Quality Assessment. IEEE Trans Autom. Sci. Eng. 13(2): 894-902 (2016)
[j55]
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Luming Zhang, Meng Wang, Richang Hong, Bao-Cai Yin, Xuelong Li:
Large-Scale Aerial Image Categorization Using a Multitask Topological Codebook. IEEE Trans. Cybern. 46(2): 535-545 (2016)
[j54]
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Liqiang Nie, Richang Hong, Luming Zhang, Yingjie Xia, Dacheng Tao, Nicu Sebe:
Perceptual Attributes Optimization for Multivideo Summarization. IEEE Trans. Cybern. 46(12): 2991-3003 (2016)
[j53]
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Yingjie Xia, Liqiang Nie, Luming Zhang, Yi Yang, Richang Hong, Xuelong Li:
Weakly Supervised Multilabel Clustering and its Applications in Computer Vision. IEEE Trans. Cybern. 46(12): 3220-3232 (2016)
[j52]
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Xun Yang, Meng Wang, Luming Zhang, Fuming Sun, Richang Hong, Meibin Qi:
An Efficient Tracking System by Orthogonalized Templates. IEEE Trans. Ind. Electron. 63(5): 3187-3197 (2016)
[j51]
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Xueming Qian, Xianglong Tan, Yuting Zhang, Richang Hong, Meng Wang:
Enhancing Sketch-Based Image Retrieval by Re-Ranking and Relevance Feedback. IEEE Trans. Image Process. 25(1): 195-208 (2016)
[j50]
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Luming Zhang, Yang Yang, Meng Wang, Richang Hong, Liqiang Nie, Xuelong Li:
Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization. IEEE Trans. Image Process. 25(2): 553-565 (2016)
[j49]
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Richang Hong, Luming Zhang, Dacheng Tao:
Unified Photo Enhancement by Discovering Aesthetic Communities From Flickr. IEEE Trans. Image Process. 25(3): 1124-1135 (2016)
[j48]
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Meng Wang, Changzhi Luo, Richang Hong, Jinhui Tang, Jiashi Feng:
Beyond Object Proposals: Random Crop Pooling for Multi-Label Image Recognition. IEEE Trans. Image Process. 25(12): 5678-5688 (2016)
[j47]
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Richang Hong, Zhenzhen Hu, Ruxin Wang, Meng Wang, Dacheng Tao:
Multi-View Object Retrieval via Multi-Scale Topic Models. IEEE Trans. Image Process. 25(12): 5814-5827 (2016)
[j46]
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Richang Hong, Luming Zhang, Chao Zhang, Roger Zimmermann:
Flickr Circles: Aesthetic Tendency Discovery by Multi-View Regularized Topic Modeling. IEEE Trans. Multim. 18(8): 1555-1567 (2016)
[j45]
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Luming Zhang, Richang Hong, Yue Gao, Rongrong Ji, Qionghai Dai, Xuelong Li:
Image Categorization by Learning a Propagated Graphlet Path. IEEE Trans. Neural Networks Learn. Syst. 27(3): 674-685 (2016)
[c53]
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Yang Zhou, Bingbing Ni, Richang Hong, Xiaokang Yang, Qi Tian:
Cascaded Interactional Targeting Network for Egocentric Video Analysis. CVPR 2016: 1904-1913
[c52]
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  - conf/icimcs/YanLH16
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He Yan, Xueliang Liu, Richang Hong:
Image Classification via fusing the latent deep CNN feature. ICIMCS 2016: 110-113
[c51]
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Huayu Li, Richang Hong, Defu Lian, Zhiang Wu, Meng Wang, Yong Ge:
A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback. IJCAI 2016: 1683-1689
[c50]
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Huayu Li, Yong Ge, Richang Hong, Hengshu Zhu:
Point-of-Interest Recommendations: Learning Potential Check-ins from Friends. KDD 2016: 975-984
[c49]
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Richang Hong, Jun He, Hanwang Zhang, Tat-Seng Chua:
Mental Visual Indexing: Towards Fast Video Browsing. ACM Multimedia 2016: 621-625
[c48]
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Jun He, Hanwang Zhang, Ling Shen, Richang Hong, Tat-Seng Chua:
An Intention-Aware Interactive System for Mobile Video Browsing. ACM Multimedia 2016: 705-707
[c47]
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Hanwang Zhang, Meng Wang, Richang Hong, Tat-Seng Chua:
Play and Rewind: Optimizing Binary Representations of Videos by Self-Supervised Temporal Hashing. ACM Multimedia 2016: 781-790
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Kecai Wu, Xueliang Liu, Jie Shao, Richang Hong, Tao Yang:
Retrieving Images by Multiple Samples via Fusing Deep Features. PCM (1) 2016: 221-230
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Huayu Li, Richang Hong, Zhiang Wu, Yong Ge:
A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation. SDM 2016: 117-125
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Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu:
MultiMedia Modeling - 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9516, Springer 2016, ISBN 978-3-319-27670-0 [contents]
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Qi Tian, Nicu Sebe, Guo-Jun Qi, Benoit Huet, Richang Hong, Xueliang Liu:
MultiMedia Modeling - 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9517, Springer 2016, ISBN 978-3-319-27673-1 [contents]
2015
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Feng Xue, Shan Xu, Chuan He, Meng Wang, Richang Hong:
Towards efficient support relation extraction from RGBD images. Inf. Sci. 320: 320-332 (2015)
[j43]
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Feng Xue, Cui Guoying, Richang Hong, Jing Gu:
Camouflage texture evaluation using a saliency map. Multim. Syst. 21(2): 169-175 (2015)
[j42]
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Richang Hong, Yang Yang, Meng Wang, Xian-Sheng Hua:
Learning Visual Semantic Relationships for Efficient Visual Retrieval. IEEE Trans. Big Data 1(4): 152-161 (2015)
[j41]
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Teng Li, Huan Chang, Meng Wang, Bingbing Ni, Richang Hong, Shuicheng Yan:
Crowded Scene Analysis: A Survey. IEEE Trans. Circuits Syst. Video Technol. 25(3): 367-386 (2015)
[j40]
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Luming Zhang, Meng Wang, Weisheng Li, Richang Hong, Maofu Liu:
An Automatic Three-Dimensional Scene Reconstruction System Using Crowdsourced Geo-Tagged Videos. IEEE Trans. Ind. Electron. 62(9): 5738-5746 (2015)
[j39]
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Wengang Zhou, Houqiang Li, Richang Hong, Yijuan Lu, Qi Tian:
BSIFT: Toward Data-Independent Codebook for Large Scale Image Search. IEEE Trans. Image Process. 24(3): 967-979 (2015)
[j38]
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Lei Zhang, Yongdong Zhang, Richang Hong, Qi Tian:
Full-Space Local Topology Extraction for Cross-Modal Retrieval. IEEE Trans. Image Process. 24(7): 2212-2224 (2015)
[j37]
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Yun Gu, Xueming Qian, Qing Li, Meng Wang, Richang Hong, Qi Tian:
Image Annotation by Latent Community Detection and Multikernel Learning. IEEE Trans. Image Process. 24(11): 3450-3463 (2015)
[j36]
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Yahong Han, Yi Yang, Fei Wu, Richang Hong:
Compact and Discriminative Descriptor Inference Using Multi-Cues. IEEE Trans. Image Process. 24(12): 5114-5126 (2015)
[j35]
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Richang Hong, Shuicheng Yan, Zhengyou Zhang:
Visual Understanding with RGB-D Sensors: An Introduction to the Special Issue. ACM Trans. Intell. Syst. Technol. 6(2): 11:1-11:3 (2015)
[j34]
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Luming Zhang, Yue Gao, Richang Hong, Yuxing Hu, Rongrong Ji, Qionghai Dai:
Probabilistic Skimlets Fusion for Summarizing Multiple Consumer Landmark Videos. IEEE Trans. Multim. 17(1): 40-49 (2015)
[j33]
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Zhen Liu, Houqiang Li, Wengang Zhou, Richang Hong, Qi Tian:
Uniting Keypoints: Local Visual Information Fusion for Large-Scale Image Search. IEEE Trans. Multim. 17(4): 538-548 (2015)
[j32]
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Richang Hong, Zhenzhen Hu, Luoqi Liu, Meng Wang, Shuicheng Yan, Qi Tian:
Understanding Blooming Human Groups in Social Networks. IEEE Trans. Multim. 17(11): 1980-1988 (2015)
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Yang Zhou, Bingbing Ni, Richang Hong, Meng Wang, Qi Tian:
Interaction part mining: A mid-level approach for fine-grained action recognition. CVPR 2015: 3323-3331
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Huayu Li, Richang Hong, Shiai Zhu, Yong Ge:
Point-of-Interest Recommender Systems: A Separate-Space Perspective. ICDM 2015: 231-240
[c42]
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Huayu Li, Rongcheng Lin, Richang Hong, Yong Ge:
Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews. ICDM 2015: 241-250
[c41]
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Lijin Zhang, Xueliang Liu, Zhihong Lu, Fei Liu, Richang Hong:
Lace fabric image retrieval based on multi-scale and rotation invariant LBP. ICIMCS 2015: 74:1-74:5
[c40]
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Junjie Cai, Richang Hong, Meng Wang, Qi Tian:
Exploring feature space with semantic attributes. ICME 2015: 1-6
[c39]
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Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge:
Regularizing Flat Latent Variables with Hierarchical Structures. IJCAI 2015: 3671-3677
[c38]
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Lingxi Xie, Richang Hong, Bo Zhang, Qi Tian:
Image Classification and Retrieval are ONE. ICMR 2015: 3-10
[c37]
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Shengsheng Qian, Tianzhu Zhang, Richang Hong, Changsheng Xu:
Cross-Domain Collaborative Learning in Social Multimedia. ACM Multimedia 2015: 99-108
[c36]
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Luming Zhang, Meng Wang, Liqiang Nie, Richang Hong, Yingjie Xia, Roger Zimmermann:
Biologically Inspired Media Quality Modeling. ACM Multimedia 2015: 491-500
[c35]
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Liqiang Nie, Luming Zhang, Yi Yang, Meng Wang, Richang Hong, Tat-Seng Chua:
Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations. ACM Multimedia 2015: 591-600
[c34]
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Luming Zhang, Richang Hong, Meng Wang:
Gaze Shifting Kernel: Engineering Perceptually- Aware Features for Scene Categorization. PCM (1) 2015: 254-264
[i2]
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Teng Li, Huan Chang, Meng Wang, Bingbing Ni, Richang Hong, Shuicheng Yan:
Crowded Scene Analysis: A Survey. CoRR abs/1502.01812 (2015)
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Shichao Zhao, Yanbin Liu, Yahong Han, Richang Hong:
Pooling the Convolutional Layers in Deep ConvNets for Action Recognition. CoRR abs/1511.02126 (2015)
2014
[j31]
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Richang Hong, Jianxin Pan, Shijie Hao, Meng Wang, Feng Xue, Xindong Wu:
Image quality assessment based on matching pursuit. Inf. Sci. 273: 196-211 (2014)
[j30]
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Richang Hong, Wenyi Cao, Jianxin Pang, Jianguo Jiang:
Directional projection based image fusion quality metric. Inf. Sci. 281: 611-619 (2014)
[j29]
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Richang Hong, Qi Tian, Nicu Sebe:
Special issue on contextual vision computing. Mach. Vis. Appl. 25(7): 1631-1633 (2014)
[j28]
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Jun Yu, Richang Hong, Meng Wang, Jane You:
Image clustering based on sparse patch alignment framework. Pattern Recognit. 47(11): 3512-3519 (2014)
[j27]
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Richang Hong, Meng Wang, Yue Gao, Dacheng Tao, Xuelong Li, Xindong Wu:
Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection. IEEE Trans. Cybern. 44(5): 669-680 (2014)
[j26]
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Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li:
Spectral-Spatial Constraint Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 52(3): 1811-1824 (2014)
[j25]
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Zhenzhen Hu, Si Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan:
PicWords: Render a Picture by Packing Keywords. IEEE Trans. Multim. 16(4): 1156-1164 (2014)
[c33]
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Jing Wen, Wengang Zhou, Richang Hong, Meng Wang, Qi Tian:
Evaluation on the Impact of Image Quality on Image Retrieval. ICIMCS 2014: 107
[c32]
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Na Zhao, Richang Hong, Meng Wang, Xuegang Hu, Tat-Seng Chua:
Searching for Recent Celebrity Images in Microblog Platform. ACM Multimedia 2014: 841-844
[c31]
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Wenyi Cao, Richang Hong, Meng Wang, Xian-Sheng Hua:
Multifold Concept Relationships Metrics. PCM 2014: 238-247
[c30]
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Yao Yao, Yanbin Hao, Jianguo Jiang, Xueliang Liu, Richang Hong:
On improving behavior subtraction. SMC 2014: 4135-4140
2013
[j24]
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Qiong Liu, You Yang, Yue Gao, Richang Hong:
Texture-adaptive hole-filling algorithm in raster-order for three-dimensional video applications. Neurocomputing 111: 154-160 (2013)
[j23]
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Richang Hong, Linxie Tang, Jun Hu, Guangda Li, Jianguo Jiang:
Advertising object in web videos. Neurocomputing 119: 118-124 (2013)
[j22]
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Xiaojian Zhao, Jin Yuan, Meng Wang, Guangda Li, Richang Hong, Zhoujun Li, Tat-Seng Chua:
Video recommendation over multiple information sources. Multim. Syst. 19(1): 3-15 (2013)
[j21]
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Zheng-Jun Zha, Tao Mei, Richang Hong, Zhiwei Gu:
Marginalized multi-layer multi-instance kernel for video concept detection. Signal Process. 93(8): 2119-2125 (2013)
[j20]
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Richang Hong, Zheng-Jun Zha, Yue Gao, Tat-Seng Chua, Xindong Wu:
Multimedia encyclopedia construction by mining web knowledge. Signal Process. 93(8): 2361-2368 (2013)
[j19]
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Wu Liu, Yongdong Zhang, Sheng Tang, Jinhui Tang, Richang Hong, Jintao Li:
Accurate Estimation of Human Body Orientation From RGB-D Sensors. IEEE Trans. Cybern. 43(5): 1442-1452 (2013)
[j18]
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Bing-Kun Bao, Guangcan Liu, Richang Hong, Shuicheng Yan, Changsheng Xu:
General Subspace Learning With Corrupted Training Data Via Graph Embedding. IEEE Trans. Image Process. 22(11): 4380-4393 (2013)
[c29]
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Lingxi Xie, Qi Tian, Richang Hong, Shuicheng Yan, Bo Zhang:
Hierarchical Part Matching for Fine-Grained Visual Categorization. ICCV 2013: 1641-1648
[c28]
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Ye Zhao, Richang Hong, Jianguo Jiang, Jing Wen, Hengheng Zhang:
Image matching by fast random sample consensus. ICIMCS 2013: 159-162
[c27]
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Min Lin, Zhenzhen Hu, Si Liu, Meng Wang, Richang Hong, Shuicheng Yan:
eHeritage of shadow puppetry: creation and manipulation. ACM Multimedia 2013: 183-192
[c26]
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Zhenzhen Hu, Min Lin, Si Liu, Meng Wang, Richang Hong, Shuicheng Yan:
eHeritage of shadow puppetry: creation and manipulation. ACM Multimedia 2013: 445-446
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Shipeng Li, Abdulmotaleb El-Saddik, Meng Wang, Tao Mei, Nicu Sebe, Shuicheng Yan, Richang Hong, Cathal Gurrin:
Advances in Multimedia Modeling, 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part I. Lecture Notes in Computer Science 7732, Springer 2013, ISBN 978-3-642-35724-4 [contents]
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Shipeng Li, Abdulmotaleb El-Saddik, Meng Wang, Tao Mei, Nicu Sebe, Shuicheng Yan, Richang Hong, Cathal Gurrin:
Advances in Multimedia Modeling, 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part II. Lecture Notes in Computer Science 7733, Springer 2013, ISBN 978-3-642-35727-5 [contents]
2012
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Richang Hong, Meng Wang, Guangda Li, Liqiang Nie, Zheng-Jun Zha, Tat-Seng Chua:
Multimedia Question Answering. IEEE Multim. 19(4): 72-78 (2012)
[j16]
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Richang Hong, Ling Shao:
Learning from social media network. Neurocomputing 95: 1-2 (2012)
[j15]
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Yue Gao, Jinhui Tang, Richang Hong, Shuicheng Yan, Qionghai Dai, Naiyao Zhang, Tat-Seng Chua:
Camera Constraint-Free View-Based 3-D Object Retrieval. IEEE Trans. Image Process. 21(4): 2269-2281 (2012)
[j14]
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Zheng-Jun Zha, Meng Wang, Yan-Tao Zheng, Yi Yang, Richang Hong, Tat-Seng Chua:
Interactive Video Indexing With Statistical Active Learning. IEEE Trans. Multim. 14(1): 17-27 (2012)
[j13]
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Meng Wang, Richang Hong, Xiao-Tong Yuan, Shuicheng Yan, Tat-Seng Chua:
Movie2Comics: Towards a Lively Video Content Presentation. IEEE Trans. Multim. 14(3-2): 858-870 (2012)
[j12]
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Meng Wang, Richang Hong, Guangda Li, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua:
Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification. IEEE Trans. Multim. 14(4): 975-985 (2012)
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Guangda Li, Meng Wang, Zheng Lu, Richang Hong, Tat-Seng Chua:
In-video product annotation with web information mining. ACM Trans. Multim. Comput. Commun. Appl. 8(4): 55:1-55:19 (2012)
[c25]
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Liqiang Nie, Shuicheng Yan, Meng Wang, Richang Hong, Tat-Seng Chua:
Harvesting visual concepts for image search with complex queries. ACM Multimedia 2012: 59-68
[c24]
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Yue Wen, Yue Gao, Richang Hong, Huan-Bo Luan, Qiong Liu, Jialie Shen, Rongrong Ji:
View-based 3D object retrieval by bipartite graph matching. ACM Multimedia 2012: 897-900
[c23]
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Xiaojian Zhao, Jin Yuan, Richang Hong, Meng Wang, Zhoujun Li, Tat-Seng Chua:
On Video Recommendation over Social Network. MMM 2012: 149-160
2011
[j10]
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Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh C. Jain:
Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. ACM Trans. Intell. Syst. Technol. 2(2): 14:1-14:15 (2011)
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Richang Hong, Jinhui Tang, Hung-Khoon Tan, Chong-Wah Ngo, Shuicheng Yan, Tat-Seng Chua:
Beyond search: Event-driven summarization for web videos. ACM Trans. Multim. Comput. Commun. Appl. 7(4): 35:1-35:18 (2011)
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Richang Hong, Meng Wang, Xiao-Tong Yuan, Mengdi Xu, Jianguo Jiang, Shuicheng Yan, Tat-Seng Chua:
Video accessibility enhancement for hearing-impaired users. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 24 (2011)
[c22]
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Jun Hu, Guangda Li, Zhen Lu, Jun Xiao, Richang Hong:
Videoader: a video advertising system based on intelligent analysis of visual content. ICIMCS 2011: 30-33
[c21]
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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
2010
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Guangda Li, Haojie Li, Zhaoyan Ming, Richang Hong, Sheng Tang, Tat-Seng Chua:
Question Answering over Community-Contributed Web Videos. IEEE Multim. 17(4): 46-57 (2010)
[j6]
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Tat-Seng Chua, Richang Hong, Jinhui Tang:
Multimedia Question Answering. Scholarpedia 5(5): 9546 (2010)
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Bo Liu, Meng Wang, Richang Hong, Zheng-Jun Zha, Xian-Sheng Hua:
Joint Learning of Labels and Distance Metric. IEEE Trans. Syst. Man Cybern. Part B 40(3): 973-978 (2010)
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Richang Hong, Guangda Li, Liqiang Nie, Jinhui Tang, Tat-Seng Chua:
Exploring large scale data for multimedia QA: an initial study. CIVR 2010: 74-81
[c19]
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Yue Gao, Jinhui Tang, Richang Hong, Qionghai Dai, Tat-Seng Chua, Ramesh C. Jain:
W2Go: a travel guidance system by automatic landmark ranking. ACM Multimedia 2010: 123-132
[c18]
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Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua:
Dynamic captioning: video accessibility enhancement for hearing impairment. ACM Multimedia 2010: 421-430
[c17]
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Richang Hong, Xiaotong Yuan, Mengdi Xu, Meng Wang, Shuicheng Yan, Tat-Seng Chua:
Movie2Comics: a feast of multimedia artwork. ACM Multimedia 2010: 611-614
[c16]
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Richang Hong, Meng Wang, Guangda Li, Xiaotong Yuan, Shuicheng Yan, Tat-Seng Chua:
iComics: automatic conversion of movie into comics. ACM Multimedia 2010: 1599-1602
[c15]
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Richang Hong, Jinhui Tang, Zheng-Jun Zha, Zhiping Luo, Tat-Seng Chua:
Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia. MMM 2010: 556-566
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Zhiping Luo, Haojie Li, Jinhui Tang, Richang Hong, Tat-Seng Chua:
Estimating Poses of World's Photos with Geographic Metadata. MMM 2010: 695-700
[c13]
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Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua:
Learning Cooking Techniques from YouTube. MMM 2010: 713-718
[c12]
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Lei Gao, Guangda Li, Yantao Zheng, Richang Hong, Tat-Seng Chua:
Video Reference: A Video Question Answering Engine. MMM 2010: 799-801

2000 – 2009

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2009
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Meng Wang, Xian-Sheng Hua, Tao Mei, Richang Hong, Guo-Jun Qi, Yan Song, Li-Rong Dai:
Semi-supervised kernel density estimation for video annotation. Comput. Vis. Image Underst. 113(3): 384-396 (2009)
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Meng Wang, Xian-Sheng Hua, Richang Hong, Jinhui Tang, Guo-Jun Qi, Yan Song:
Unified Video Annotation via Multigraph Learning. IEEE Trans. Circuits Syst. Video Technol. 19(5): 733-746 (2009)
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Meng Wang, Xian-Sheng Hua, Jinhui Tang, Richang Hong:
Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation. IEEE Trans. Multim. 11(3): 465-476 (2009)
[c11]
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Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, Yantao Zheng:
NUS-WIDE: a real-world web image database from National University of Singapore. CIVR 2009
[c10]
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Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo, Tat-Seng Chua:
Event driven summarization for web videos. WSM@MM 2009: 43-48
[c9]
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Tat-Seng Chua, Richang Hong, Guangda Li, Jinhui Tang:
From text question-answering to multimedia QA on web-scale media resources. LS-MMRM@ACM Multimedia 2009: 51-58
[c8]
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Hung-Khoon Tan, Chong-Wah Ngo, Richang Hong, Tat-Seng Chua:
Scalable detection of partial near-duplicate videos by visual-temporal consistency. ACM Multimedia 2009: 145-154
[c7]
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Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun Qi, Tat-Seng Chua:
Inferring semantic concepts from community-contributed images and noisy tags. ACM Multimedia 2009: 223-232
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Zhiping Luo, Haojie Li, Jinhui Tang, Richang Hong, Tat-Seng Chua:
ViewFocus: explore places of interests on Google maps using photos with view direction filtering. ACM Multimedia 2009: 963-964
[c5]
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Richang Hong, Yan Song, Jinhui Tang, Jianxin Pang:
Image Fusion Quality Metrics by Directional Projection. SMC 2009: 4106-4111
2008
[j1]
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Shanshan Li, Richang Hong, Bo Liu, Xiuqing Wu:
A Quality Metric Based on Color Similarity for Image Fusion. Int. J. Inf. Acquis. 5(3): 235-245 (2008)
[c4]
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Richang Hong, Jianxin Pang, Shanshan Li, Xiuqing Wu:
A Projection-Based Metric for the Quantitative Evaluation of Pixel-Level Image Fusion. ICNC (5) 2008: 381-385
2007
[c3]
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Meng Wang, Xian-Sheng Hua, Yan Song, Richang Hong, Li-Rong Dai:
Lazy Learning Based Efficient Video Annotation. ICME 2007: 607-610
[c2]
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Yong Ge, Richang Hong, Zhiwei Gu, Rong Zhang, Xiuqing Wu:
A Probability Model for Image Annotation. ICME 2007: 827-830
[c1]
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Richang Hong, Chao Wang, Yong Ge, Meng Wang, Xiuqing Wu, Rong Zhang:
Salience Preserving Multi-Focus Image Fusion. ICME 2007: 1663-1666

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