Hua, Xian-Sheng

85 publications

AAAI 2025 DREAM: Decoupled Discriminative Learning with Bigraph-Aware Alignment for Semi-Supervised 2D-3D Cross-Modal Retrieval Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo

AAAI 2025 POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search Chong-Yang Xiang, Jun-Yan He, Zhi-Qi Cheng, Xiao Wu, Xian-Sheng Hua

WACV 2025 UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval Haoyu Jiang, Zhi-Qi Cheng, Gabriel Moreira, Jiawen Zhu, Jingdong Sun, Bukun Ren, Jun-Yan He, Qi Dai, Xian-Sheng Hua

CVPRW 2025 Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Yuxiang Lin, Jingdong Sun, Zhi-Qi Cheng, Jue Wang, Haomin Liang, Zebang Cheng, Yifei Dong, Jun-Yan He, Xiaojiang Peng, Xian-Sheng Hua

CVPR 2024 BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition Yuxuan Zhou, Xudong Yan, Zhi-Qi Cheng, Yan Yan, Qi Dai, Xian-Sheng Hua

CVPR 2024 Fine-Grained Prototypical Voting with Heterogeneous Mixup for Semi-Supervised 2D-3D Cross-Modal Retrieval Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo

ECCV 2024 Grid-Attention: Enhancing Computational Efficiency of Large Vision Models Without Fine-Tuning Pengyu Li, Biao Wang, Tianchu Guo, Xian-Sheng Hua

NeurIPS 2024 PURE: Prompt Evolution with Graph ODE for Out-of-Distribution Fluid Dynamics Modeling Hao Wu, Changhu Wang, Fan Xu, Jinbao Xue, Chong Chen, Xian-Sheng Hua, Xiao Luo

ICML 2024 Prometheus: Out-of-Distribution Fluid Dynamics Modeling with Disentangled Graph ODE Hao Wu, Huiyuan Wang, Kun Wang, Weiyan Wang, Changan Ye, Yangyu Tao, Chong Chen, Xian-Sheng Hua, Xiao Luo

NeurIPS 2024 Semi-Supervised Knowledge Transfer Across Multi-Omic Single-Cell Data Fan Zhang, Tianyu Liu, Zihao Chen, Xiaojiang Peng, Chong Chen, Xian-Sheng Hua, Xiao Luo, Hongyu Zhao

ICML 2023 COCO: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo

ICLR 2023 Contextual Convolutional Networks Shuxian Liang, Xu Shen, Tongliang Liu, Xian-Sheng Hua

NeurIPS 2023 IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval Haixin Wang, Hao Wu, Jinan Sun, Shikun Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo

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 Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval Xinlong Yang, Haixin Wang, Jinan Sun, Shikun Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo

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

AAAI 2022 Active Boundary Loss for Semantic Segmentation Chi Wang, Yunke Zhang, Miaomiao Cui, Peiran Ren, Yin Yang, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Weiwei Xu

CVPR 2022 Balanced and Hierarchical Relation Learning for One-Shot Object Detection Hanqing Yang, Sijia Cai, Hualian Sheng, Bing Deng, Jianqiang Huang, Xian-Sheng Hua, Yong Tang, Yu Zhang

ECCVW 2022 Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Lei Zhang

ECCV 2022 Box-Supervised Instance Segmentation with Level Set Evolution Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Xian-Sheng Hua, Lei Zhang

CVPRW 2022 CDAD: A Common Daily Action Dataset with Collected Hard Negative Samples Wangmeng Xiang, Chao Li, Ke Li, Biao Wang, Xian-Sheng Hua, Lei 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

CVPR 2022 Cloth-Changing Person Re-Identification from a Single Image with Gait Prediction and Regularization Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua

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

ECCV 2022 Delving into Details: Synopsis-to-Detail Networks for Video Recognition Shuxian Liang, Xu Shen, Jianqiang Huang, Xian-Sheng Hua

CVPR 2022 Dense Learning Based Semi-Supervised Object Detection Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang, Xian-Sheng Hua

CVPR 2022 Homography Loss for Monocular 3D Object Detection Jiaqi Gu, Bojian Wu, Lubin Fan, Jianqiang Huang, Shen Cao, Zhiyu Xiang, Xian-Sheng Hua

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

CVPR 2022 Meta Convolutional Neural Networks for Single Domain Generalization Chaoqun Wan, Xu Shen, Yonggang Zhang, Zhiheng Yin, Xinmei Tian, Feng Gao, Jianqiang Huang, Xian-Sheng Hua

CVPRW 2022 NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoglu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gao, Dengwen Zhou, Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang

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

CVPR 2022 Online Convolutional Re-Parameterization Mu Hu, Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua

ECCV 2022 Rethinking IoU-Based Optimization for Single-Stage 3D Object Detection Hualian Sheng, Sijia Cai, Na Zhao, Bing Deng, Jianqiang Huang, Xian-Sheng Hua, Min-Jian Zhao, Gim Hee Lee

ECCV 2022 Spatiotemporal Self-Attention Modeling with Temporal Patch Shift for Action Recognition Wangmeng Xiang, Chao Li, Biao Wang, Xihan Wei, Xian-Sheng Hua, Lei Zhang

CVPR 2022 Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua, Hongtao Lu

IJCAI 2022 TGNN: A Joint Semi-Supervised Framework for Graph-Level Classification Wei Ju, Xiao Luo, Meng Qu, Yifan Wang, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang

ECCVW 2022 Unleashing the Potential of Adaptation Models via Go-Getting Domain Labels Xin Jin, Tianyu He, Xu Shen, Songhua Wu, Tongliang Liu, Jingwen Ye, Xinchao Wang, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua

CVPR 2022 Unpaired Cartoon Image Synthesis via Gated Cycle Mapping Yifang Men, Yuan Yao, Miaomiao Cui, Zhouhui Lian, Xuansong Xie, Xian-Sheng Hua

NeurIPS 2021 $\alpha$-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression Jiabo He, Sarah Erfani, Xingjun Ma, James Bailey, Ying Chi, Xian-Sheng Hua

ICCV 2021 3D Local Convolutional Neural Networks for Gait Recognition Zhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua

AAAI 2021 Asynchronous Teacher Guided Bit-Wise Hard Mining for Online Hashing Sheng Jin, Qin Zhou, Hongxun Yao, Yao Liu, Xian-Sheng Hua

IJCAI 2021 CIMON: Towards High-Quality Hash Codes Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua

AAAI 2021 Camera-Aware Proxies for Unsupervised Person Re-Identification Menglin Wang, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua

AAAI 2021 Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection Shuai Li, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang

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 DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation Xing Shen, Jirui Yang, Chunbo Wei, Bing Deng, Jianqiang Huang, Xian-Sheng Hua, Xiaoliang Cheng, Kewei Liang

ICCV 2021 Dense Interaction Learning for Video-Based Person Re-Identification Tianyu He, Xin Jin, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua

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

ICCV 2021 Graph Contrastive Clustering Huasong Zhong, Jianlong Wu, Chong Chen, Jianqiang Huang, Minghua Deng, Liqiang Nie, Zhouchen Lin, Xian-Sheng Hua

ICCV 2021 Improving 3D Object Detection with Channel-Wise Transformer Hualian Sheng, Sijia Cai, Yuan Liu, Bing Deng, Jianqiang Huang, Xian-Sheng Hua, Min-Jian Zhao

CVPR 2021 Interactive Self-Training with Mean Teachers for Semi-Supervised Object Detection Qize Yang, Xihan Wei, Biao Wang, Xian-Sheng Hua, Lei Zhang

CVPR 2021 Partial Person Re-Identification with Part-Part Correspondence Learning Tianyu He, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua

CVPR 2021 Revisiting Knowledge Distillation: An Inheritance and Exploration Framework Zhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-Sheng Hua

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

WACV 2021 Towards Precise Intra-Camera Supervised Person Re-Identification Menglin Wang, Baisheng Lai, Haokun Chen, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua

AAAI 2021 Traffic Flow Prediction with Vehicle Trajectories Mingqian Li, Panrong Tong, Mo Li, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua

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

ICCV 2021 Video Object Segmentation with Dynamic Memory Networks and Adaptive Object Alignment Shuxian Liang, Xu Shen, Jianqiang Huang, Xian-Sheng Hua

ICML 2020 Adversarial Mutual Information for Text Generation Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li

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

AAAI 2020 HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation Chao Chen, Zhihang Fu, Zhihong Chen, Sheng Jin, Zhaowei Cheng, Xinyu Jin, Xian-Sheng Hua

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

IJCAI 2020 MaCAR: Urban Traffic Light Control via Active Multi-Agent Communication and Action Rectification Zhengxu Yu, Shuxian Liang, Long Wei, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua

AAAI 2020 SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation Sheng Jin, Shangchen Zhou, Yao Liu, Chao Chen, Xiaoshuai Sun, Hongxun Yao, Xian-Sheng Hua

IJCAI 2019 Progressive Transfer Learning for Person Re-Identification Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua

ECCV 2018 An Adversarial Approach to Hard Triplet Generation Yiru Zhao, Zhongming Jin, Guo-jun Qi, Hongtao Lu, Xian-sheng Hua

IJCAI 2018 Extracting Privileged Information from Untagged Corpora for Classifier Learning Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xian-Sheng Hua, Zhenmin Tang

CVPR 2017 Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images Zhi-Qi Cheng, Xiao Wu, Yang Liu, Xian-Sheng Hua

AAAI 2015 Prajna: Towards Recognizing Whatever You Want from Images Without Image Labeling Xian-Sheng Hua, Jin Li

CVPR 2012 Image Search Results Refinement via Outlier Detection Using Deep Contexts Junyang Lu, Jiazhen Zhou, Jingdong Wang, Tao Mei, Xian-Sheng Hua, Shipeng Li

ICCV 2011 Predicting Occupation via Human Clothing and Contexts Zheng Song, Meng Wang, Xian-Sheng Hua, Shuicheng Yan

CVPR 2010 Compact Projection: Simple and Efficient near Neighbor Search with Practical Memory Requirements Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua, Yi Ma

CVPR 2010 Content-Aware Ranking for Visual Search Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua

CVPR 2010 Optimizing Kd-Trees for Scalable Visual Descriptor Indexing You Jia, Jingdong Wang, Gang Zeng, Hongbin Zha, Xian-Sheng Hua

CVPR 2009 Ensemble Manifold Regularization Bo Geng, Chao Xu, Dacheng Tao, Linjun Yang, Xian-Sheng Hua

IJCAI 2009 Robust Distance Metric Learning with Auxiliary Knowledge Zheng-Jun Zha, Tao Mei, Meng Wang, Zengfu Wang, Xian-Sheng Hua

CVPR 2008 A Joint Appearance-Spatial Distance for Kernel-Based Image Categorization Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Zheng-Jun Zha, Hong-Jiang Zhang

CVPR 2008 Coherent Image Annotation by Learning Semantic Distance Tao Mei, Yong Wang, Xian-Sheng Hua, Shaogang Gong, Shipeng Li

CVPR 2008 Joint Multi-Label Multi-Instance Learning for Image Classification Zheng-Jun Zha, Xian-Sheng Hua, Tao Mei, Jingdong Wang, Guo-Jun Qi, Zengfu Wang

CVPR 2008 Normalized Tree Partitioning for Image Segmentation Jingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan

CVPR 2008 Two-Dimensional Active Learning for Image Classification Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Hong-Jiang Zhang

CVPR 2007 Concurrent Multiple Instance Learning for Image Categorization Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Tao Mei, Jinhui Tang, Hong-Jiang Zhang

CVPRW 2006 Video Annotation by Active Learning and Cluster Tuning Guo-Jun Qi, Yan Song, Xian-Sheng Hua, Hong-Jiang Zhang, Li-Rong Dai