Zhang, Hanwang

112 publications

ICML 2025 $\mathcal{Vista}\mathcal{DPO}$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models Haojian Huang, Haodong Chen, Shengqiong Wu, Meng Luo, Jinlan Fu, Xinya Du, Hanwang Zhang, Hao Fei

ICML 2025 3D Question Answering via Only 2D Vision-Language Models Fengyun Wang, Sicheng Yu, Jiawei Wu, Jinhui Tang, Hanwang Zhang, Qianru Sun

CVPR 2025 A Closer Look at Time Steps Is Worthy of Triple Speed-up for Diffusion Model Training Kai Wang, Mingjia Shi, Yukun Zhou, Zekai Li, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You

CVPR 2025 AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea Qifan Yu, Wei Chow, Zhongqi Yue, Kaihang Pan, Yang Wu, Xiaoyang Wan, Juncheng Li, Siliang Tang, Hanwang Zhang, Yueting Zhuang

CVPR 2025 CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction Yuan Zhou, Qingshan Xu, Jiequan Cui, Junbao Zhou, Jing Zhang, Richang Hong, Hanwang Zhang

ICML 2025 Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing Kaifeng Gao, Jiaxin Shi, Hanwang Zhang, Chunping Wang, Jun Xiao, Long Chen

NeurIPS 2025 Co-Reinforcement Learning for Unified Multimodal Understanding and Generation Jingjing Jiang, Chongjie Si, Jun Luo, Hanwang Zhang, Chao Ma

ICCV 2025 Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning Jingjing Jiang, Chao Ma, Xurui Song, Hanwang Zhang, Jun Luo

ICCV 2025 Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models Beier Zhu, Ruoyu Wang, Tong Zhao, Hanwang Zhang, Chi Zhang

ICCV 2025 Dynamic Multimodal Prototype Learning in Vision-Language Models Xingyu Zhu, Shuo Wang, Beier Zhu, Miaoge Li, Yunfan Li, Junfeng Fang, Zhicai Wang, Dongsheng Wang, Hanwang Zhang

NeurIPS 2025 Enhancing CLIP Robustness via Cross-Modality Alignment Xingyu Zhu, Beier Zhu, Shuo Wang, Kesen Zhao, Hanwang Zhang

CVPR 2025 Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens Kaihang Pan, Wang Lin, Zhongqi Yue, Tenglong Ao, Liyu Jia, Wei Zhao, Juncheng Li, Siliang Tang, Hanwang Zhang

CVPR 2025 Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-seng Chua

ICCV 2025 Nautilus: Locality-Aware Autoencoder for Scalable Mesh Generation Yuxuan Wang, Xuanyu Yi, Haohan Weng, Qingshan Xu, Xiaokang Wei, Xianghui Yang, Chunchao Guo, Long Chen, Hanwang Zhang

ICML 2025 On Path to Multimodal Generalist: General-Level and General-Bench Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang

CVPR 2025 Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness Beier Zhu, Jiequan Cui, Hanwang Zhang, Chi Zhang

AAAI 2025 SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning Xu Zhang, Jin Yuan, Hanwang Zhang, Guojin Zhong, Yongsheng Zang, Jiacheng Lin, Zhiyong Li

NeurIPS 2025 Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens Bohan Wang, Mingze Zhou, Zhongqi Yue, Wang Lin, Kaihang Pan, Liyu Jia, Wentao Hu, Wei Zhao, Hanwang Zhang

ICLR 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan

ICCV 2025 Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization Kesen Zhao, Beier Zhu, Qianru Sun, Hanwang Zhang

NeurIPS 2025 Vinci: Deep Thinking in Text-to-Image Generation Using Unified Model with Reinforcement Learning Wang Lin, Wentao Hu, Liyu Jia, Kaihang Pan, Zhang Majun, Zhou Zhao, Fei Wu, Jingyuan Chen, Hanwang Zhang

NeurIPS 2024 Action Imitation in Common Action Space for Customized Action Image Synthesis Wang Lin, Jingyuan Chen, Jiaxin Shi, Zirun Guo, Yichen Zhu, Zehan Wang, Tao Jin, Zhou Zhao, Fei Wu, Shuicheng Yan, Hanwang Zhang

ICML 2024 Auto-Encoding Morph-Tokens for Multimodal LLM Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang

CVPR 2024 Classes Are Not Equal: An Empirical Study on Image Recognition Fairness Jiequan Cui, Beier Zhu, Xin Wen, Xiaojuan Qi, Bei Yu, Hanwang Zhang

CVPR 2024 Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior Zike Wu, Pan Zhou, Xuanyu Yi, Xiaoding Yuan, Hanwang Zhang

NeurIPS 2024 Decoupled Kullback-Leibler Divergence Loss Jiequan Cui, Zhuotao Tian, Zhisheng Zhong, Xiaojuan Qi, Bei Yu, Hanwang Zhang

CVPR 2024 Diffusion Time-Step Curriculum for One Image to 3D Generation Xuanyu Yi, Zike Wu, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Hanwang Zhang

CVPR 2024 DisCo: Disentangled Control for Realistic Human Dance Generation Tan Wang, Linjie Li, Kevin Lin, Yuanhao Zhai, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu, Lijuan Wang

CVPR 2024 Discriminative Probing and Tuning for Text-to-Image Generation Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua

CVPR 2024 Distributionally Generative Augmentation for Fair Facial Attribute Classification Fengda Zhang, Qianpei He, Kun Kuang, Jiashuo Liu, Long Chen, Chao Wu, Jun Xiao, Hanwang Zhang

CVPR 2024 Doubly Abductive Counterfactual Inference for Text-Based Image Editing Xue Song, Jiequan Cui, Hanwang Zhang, Jingjing Chen, Richang Hong, Yu-Gang Jiang

AAAI 2024 Dual-Perspective Knowledge Enrichment for Semi-Supervised 3D Object Detection Yucheng Han, Na Zhao, Weiling Chen, Keng Teck Ma, Hanwang Zhang

CVPR 2024 Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua

NeurIPS 2024 Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting Xingyu Zhu, Beier Zhu, Yi Tan, Shuo Wang, Yanbin Hao, Hanwang Zhang

ICLR 2024 Exploring Diffusion Time-Steps for Unsupervised Representation Learning Zhongqi Yue, Jiankun Wang, Qianru Sun, Lei Ji, Eric I-Chao Chang, Hanwang Zhang

CVPR 2024 Few-Shot Learner Parameterization by Diffusion Time-Steps Zhongqi Yue, Pan Zhou, Richang Hong, Hanwang Zhang, Qianru Sun

ECCV 2024 Few-Shot NeRF by Adaptive Rendering Loss Regularization Qingshan Xu, Xuanyu Yi, Jianyao Xu, Wenbing Tao, Yew Soon Ong, Hanwang Zhang

ICLR 2024 Fine-Tuning Multimodal LLMs to Follow Zero-Shot Demonstrative Instructions Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang

ECCV 2024 Instruction Tuning-Free Visual Token Complement for Multimodal LLMs Dongsheng Wang, Jiequan Cui, Miaoge Li, Wang Lin, Bo Chen, Hanwang Zhang

NeurIPS 2024 Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Xu Yang, Yingzhe Peng, Haoxuan Ma, Shuo Xu, Chi Zhang, Yucheng Han, Hanwang Zhang

AAAI 2024 MGNet: Learning Correspondences via Multiple Graphs Luanyuan Dai, Xiaoyu Du, Hanwang Zhang, Jinhui Tang

NeurIPS 2024 MVGamba: Unify 3D Content Generation as State Space Sequence Modeling Xuanyu Yi, Zike Wu, Qiuhong Shen, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Shuicheng Yan, Xinchao Wang, Hanwang Zhang

ICML 2024 Non-Confusing Generation of Customized Concepts in Diffusion Models Wang Lin, Jingyuan Chen, Jiaxin Shi, Yichen Zhu, Chen Liang, Junzhong Miao, Tao Jin, Zhou Zhao, Fei Wu, Shuicheng Yan, Hanwang Zhang

ECCV 2024 Rethinking and Improving Visual Prompt Selection for In-Context Learning Segmentation Framework Wei Suo, Lanqing Lai, Mengyang Sun, Hanwang Zhang, Peng Wang, Yanning Zhang

NeurIPS 2024 Robust Fine-Tuning of Zero-Shot Models via Variance Reduction Beier Zhu, Jiequan Cui, Hanwang Zhang

NeurIPS 2024 Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration Kaihang Pan, Zhaoyu Fan, Juncheng Li, Qifan Yu, Hao Fei, Siliang Tang, Richang Hong, Hanwang Zhang, Qianru Sun

NeurIPS 2024 Unified Generative and Discriminative Training for Multi-Modal Large Language Models Wei Chow, Juncheng Li, Qifan Yu, Kaihang Pan, Hao Fei, Zhiqi Ge, Shuai Yang, Siliang Tang, Hanwang Zhang, Qianru Sun

ICML 2024 Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu

ECCV 2024 View-Consistent 3D Editing with Gaussian Splatting Yuxuan Wang, Xuanyu Yi, Zike Wu, Na Zhao, Long Chen, Hanwang Zhang

NeurIPS 2024 Vitron: A Unified Pixel-Level Vision LLM for Understanding, Generating, Segmenting, Editing Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan

CVPR 2023 Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class Discovery Muli Yang, Liancheng Wang, Cheng Deng, Hanwang Zhang

ICLR 2023 Compositional Prompt Tuning with Motion Cues for Open-Vocabulary Video Relation Detection Kaifeng Gao, Long Chen, Hanwang Zhang, Jun Xiao, Qianru Sun

AAAI 2023 Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang

ICCV 2023 Equivariant Similarity for Vision-Language Foundation Models Tan Wang, Kevin Lin, Linjie Li, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu, Lijuan Wang

NeurIPS 2023 Generalized Logit Adjustment: Calibrating Fine-Tuned Models by Removing Label Bias in Foundation Models Beier Zhu, Kaihua Tang, Qianru Sun, Hanwang Zhang

NeurIPS 2023 Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion Shengqiong Wu, Hao Fei, Hanwang Zhang, Tat-Seng Chua

ICCV 2023 Invariant Feature Regularization for Fair Face Recognition Jiali Ma, Zhongqi Yue, Kagaya Tomoyuki, Suzuki Tomoki, Karlekar Jayashree, Sugiri Pranata, Hanwang Zhang

ICCV 2023 Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition Xuanyu Yi, Jiajun Deng, Qianru Sun, Xian-Sheng Hua, Joo-Hwee Lim, Hanwang Zhang

ICCV 2023 Learning Trajectory-Word Alignments for Video-Language Tasks Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang

NeurIPS 2023 Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation Zhongqi Yue, Qianru Sun, Hanwang Zhang

ICCV 2023 Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground Haoxin Li, Yuan Liu, Hanwang Zhang, Boyang Li

ICCV 2023 Prompt-Aligned Gradient for Prompt Tuning Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang

ICCV 2023 Random Boxes Are Open-World Object Detectors Yanghao Wang, Zhongqi Yue, Xian-Sheng Hua, Hanwang Zhang

CVPR 2023 Semantic Scene Completion with Cleaner Self Fengyun Wang, Dong Zhang, Hanwang Zhang, Jinhui Tang, Qianru Sun

NeurIPS 2023 Tuning Multi-Mode Token-Level Prompt Alignment Across Modalities Dongsheng Wang, Miaoge Li, Xinyang Liu, MingSheng Xu, Bo Chen, Hanwang Zhang

CVPR 2023 Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection Hui Lv, Zhongqi Yue, Qianru Sun, Bin Luo, Zhen Cui, Hanwang Zhang

ICML 2022 Certified Robustness Against Natural Language Attacks by Causal Intervention Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang

ECCV 2022 Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-of-Distribution Generalization Jiaxin Qi, Kaihua Tang, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang

CVPR 2022 Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation Zhaozheng Chen, Tan Wang, Xiongwei Wu, Xian-Sheng Hua, Hanwang Zhang, Qianru Sun

AAAI 2022 Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang

AAAI 2022 Deconfounded Visual Grounding Jianqiang Huang, Yu Qin, Jiaxin Qi, Qianru Sun, Hanwang Zhang

ECCV 2022 Equivariance and Invariance Inductive Bias for Learning from Insufficient Data Tan Wang, Qianru Sun, Sugiri Pranata, Karlekar Jayashree, Hanwang Zhang

ECCV 2022 Identifying Hard Noise in Long-Tailed Sample Distribution Xuanyu Yi, Kaihua Tang, Xian-Sheng Hua, Joo-Hwee Lim, Hanwang Zhang

ECCV 2022 Invariant Feature Learning for Generalized Long-Tailed Classification Kaihua Tang, Mingyuan Tao, Jiaxin Qi, Zhenguang Liu, Hanwang Zhang

ECCVW 2022 NICO Challenge: Out-of-Distribution Generalization for Image Recognition Challenges Xingxuan Zhang, Yue He, Tan Wang, Jiaxin Qi, Han Yu, Zimu Wang, Jie Peng, Renzhe Xu, Zheyan Shen, Yulei Niu, Hanwang Zhang, Peng Cui

ICLR 2022 On Non-Random Missing Labels in Semi-Supervised Learning Xinting Hu, Yulei Niu, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang

NeurIPS 2022 Respecting Transfer Gap in Knowledge Distillation Yulei Niu, Long Chen, Chang Zhou, Hanwang Zhang

ICCV 2021 Auto-Parsing Network for Image Captioning and Visual Question Answering Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai

ICCV 2021 Causal Attention for Unbiased Visual Recognition Tan Wang, Chang Zhou, Qianru Sun, Hanwang Zhang

CVPR 2021 Causal Attention for Vision-Language Tasks Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai

CVPR 2021 Counterfactual VQA: A Cause-Effect Look at Language Bias Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen

CVPR 2021 Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue, Tan Wang, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang

CVPR 2021 Distilling Causal Effect of Data in Class-Incremental Learning Xinting Hu, Kaihua Tang, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang

NeurIPS 2021 How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? Xinshuai Dong, Anh Tuan Luu, Min Lin, Shuicheng Yan, Hanwang Zhang

NeurIPS 2021 Introspective Distillation for Robust Question Answering Yulei Niu, Hanwang Zhang

AAAI 2021 Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Shih-Fu Chang

ICCV 2021 Self-Regulation for Semantic Segmentation Dong Zhang, Hanwang Zhang, Jinhui Tang, Xian-Sheng Hua, Qianru Sun

NeurIPS 2021 Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang, Zhongqi Yue, Jianqiang Huang, Qianru Sun, Hanwang Zhang

CVPR 2021 The Blessings of Unlabeled Background in Untrimmed Videos Yuan Liu, Jingyuan Chen, Zhenfang Chen, Bing Deng, Jianqiang Huang, Hanwang Zhang

ICCV 2021 Transporting Causal Mechanisms for Unsupervised Domain Adaptation Zhongqi Yue, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang

NeurIPS 2020 Causal Intervention for Weakly-Supervised Semantic Segmentation Dong Zhang, Hanwang Zhang, Jinhui Tang, Xian-Sheng Hua, Qianru Sun

ECCV 2020 Feature Pyramid Transformer Dong Zhang, Hanwang Zhang, Jinhui Tang, Meng Wang, Xiansheng Hua, Qianru Sun

AAAI 2020 General Partial Label Learning via Dual Bipartite Graph Autoencoder Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang

NeurIPS 2020 Interventional Few-Shot Learning Zhongqi Yue, Hanwang Zhang, Qianru Sun, Xian-Sheng Hua

NeurIPS 2020 Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang, Jianqiang Huang, Hanwang Zhang

WACV 2020 Stochastic Dynamics for Video Infilling Qiangeng Xu, Hanwang Zhang, Weiyue Wang, Peter Belhumeur, Ulrich Neumann

CVPRW 2020 Visual Commonsense Representation Learning via Causal Inference Tan Wang, Jianqiang Huang, Hanwang Zhang, Qianru Sun

AAAI 2019 DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

AAAI 2019 Learning to Embed Sentences Using Attentive Recursive Trees Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

IJCAI 2018 Discrete Factorization Machines for Fast Feature-Based Recommendation Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang

AAAI 2018 Learning to Guide Decoding for Image Captioning Wenhao Jiang, Lin Ma, Xinpeng Chen, Hanwang Zhang, Wei Liu

NeurIPS 2018 Low-Shot Learning via Covariance-Preserving Adversarial Augmentation Networks Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang

IJCAI 2018 Multi-Level Policy and Reward Reinforcement Learning for Image Captioning Anan Liu, Ning Xu, Hanwang Zhang, Weizhi Nie, Yuting Su, Yongdong Zhang

ECCV 2018 Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang, Hanwang Zhang, Jianfei Cai

IJCAI 2017 Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks Jun Xiao, Hao Ye, Xiangnan He, Hanwang Zhang, Fei Wu, Tat-Seng Chua

ICCV 2017 PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang

CVPR 2017 SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua

CVPR 2017 Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua

AAAI 2016 Discrete Image Hashing Using Large Weakly Annotated Photo Collections Hanwang Zhang, Na Zhao, Xindi Shang, Huan-Bo Luan, Tat-Seng Chua

CVPR 2016 Online Collaborative Learning for Open-Vocabulary Visual Classifiers Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huanbo Luan, Tat-Seng Chua

ICCV 2015 Learning Image and User Features for Recommendation in Social Networks Xue Geng, Hanwang Zhang, Jingwen Bian, Tat-Seng Chua

CVPR 2012 Robust Non-Negative Graph Embedding: Towards Noisy Data, Unreliable Graphs, and Noisy Labels Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua