Chang, Hong

50 publications

ICCV 2025 G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion Mengdi Liu, Zhangyang Gao, Hong Chang, Stan Z. Li, Shiguang Shan, Xilin Chen

ICCV 2025 HIS-GPT: Towards 3D Human-in-Scene Multimodal Understanding Jiahe Zhao, Ruibing Hou, Zejie Tian, Hong Chang, Shiguang Shan

NeurIPS 2025 KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge Zaifei Yang, Hong Chang, RuiBing Hou, Shiguang Shan, Xilin Chen

ICML 2025 MATS: An Audio Language Model Under Text-Only Supervision Wen Wang, Ruibing Hou, Hong Chang, Shiguang Shan, Xilin Chen

ICCV 2025 Morph: A Motion-Free Physics Optimization Framework for Human Motion Generation Zhuo Li, Mingshuang Luo, Ruibing Hou, Xin Zhao, Hao Liu, Hong Chang, Zimo Liu, Chen Li

NeurIPS 2025 ProtInvTree: Deliberate Protein Inverse Folding with Reward-Guided Tree Search Mengdi Liu, Xiaoxue Cheng, Zhangyang Gao, Hong Chang, Cheng Tan, Shiguang Shan, Xilin Chen

NeurIPS 2025 Revisiting Logit Distributions for Reliable Out-of-Distribution Detection Jiachen Liang, RuiBing Hou, Minyang Hu, Hong Chang, Shiguang Shan, Xilin Chen

CVPR 2025 UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing Yiheng Li, Ruibing Hou, Hong Chang, Shiguang Shan, Xilin Chen

NeurIPS 2025 un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP Yinqi Li, Jiahe Zhao, Hong Chang, RuiBing Hou, Shiguang Shan, Xilin Chen

ECCV 2024 An Information Theoretical View for Out-of-Distribution Detection Hu Jinjing, Wenrui Liu, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

TMLR 2024 Enhancing Robustness to Class-Conditional Distribution Shift in Long-Tailed Recognition Keliang Li, Hong Chang, Shiguang Shan, Xilin Chen

NeurIPS 2024 M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation Mingshuang Luo, Ruibing Hou, Zhuo Li, Hong Chang, Zimo Liu, Yaowei Wang, Shiguang Shan

ICLR 2024 Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing Minyang Hu, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

NeurIPS 2024 UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models Jiachen Liang, Ruibing Hou, Minyang Hu, Hong Chang, Shiguang Shan, Xilin Chen

CVPR 2023 Diversity-Measurable Anomaly Detection Wenrui Liu, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

NeurIPS 2023 Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang, RuiBing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

NeurIPS 2023 Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes Minyang Hu, Hong Chang, Zong Guo, Bingpeng Ma, Shiguang Shan, Xilin Chen

CVPR 2022 Clothes-Changing Person Re-Identification with RGB Modality Only Xinqian Gu, Hong Chang, Bingpeng Ma, Shutao Bai, Shiguang Shan, Xilin Chen

ECCV 2022 Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Botao Ye, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

IJCAI 2022 Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks Minyang Hu, Hong Chang, Bingpeng Ma, Shiguang Shan

NeurIPS 2022 Optimal Positive Generation via Latent Transformation for Contrastive Learning Yinqi Li, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

CVPR 2022 Salient-to-Broad Transition for Video Person Re-Identification Shutao Bai, Bingpeng Ma, Hong Chang, Rui Huang, Xilin Chen

ECCVW 2022 The Tenth Visual Object Tracking VOT2022 Challenge Results Matej Kristan, Ales Leonardis, Jirí Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Johanna Björklund, Yushan Zhang, Zhongqun Zhang, Song Yan, Wenyan Yang, Dingding Cai, Christoph Mayer, Gustavo Fernández, Kang Ben, Goutam Bhat, Hong Chang, Guangqi Chen, Jiaye Chen, Shengyong Chen, Xilin Chen, Xin Chen, Xiuyi Chen, Yiwei Chen, Yu-Hsi Chen, Zhixing Chen, Yangming Cheng, Angelo Ciaramella, Yutao Cui, Benjamin Dzubur, Mohana Murali Dasari, Qili Deng, Debajyoti Dhar, Shangzhe Di, Emanuel Di Nardo, Daniel K. Du, Matteo Dunnhofer, Heng Fan, Zhenhua Feng, Zhihong Fu, Shang Gao, Rama Krishna Gorthi, Eric Granger, Q. H. Gu, Himanshu Gupta, Jianfeng He, Keji He, Yan Huang, Deepak Jangid, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Järemo Lawin, Ze Kang, Madhu Kiran, Josef Kittler, Simiao Lai, Xiangyuan Lan, Dongwook Lee, Hyunjeong Lee, Seohyung Lee, Hui Li, Ming Li, Wangkai Li, Xi Li, Xianxian Li, Xiao Li, Zhe Li, Liting Lin, Haibin Ling, Bo Liu, Chang Liu, Si Liu, Huchuan Lu, Rafael M. O. Cruz, Bingpeng Ma, Chao Ma, Jie Ma, Yinchao Ma, Niki Martinel, Alireza Memarmoghadam, Christian Micheloni, Payman Moallem, Le Thanh Nguyen-Meidine, Siyang Pan, ChangBeom Park, Danda Pani Paudel, Matthieu Paul, Houwen Peng, Andreas Robinson, Litu Rout, Shiguang Shan, Kristian Simonato, Tianhui Song, Xiaoning Song, Chao Sun, Jingna Sun, Zhangyong Tang, Radu Timofte, Chi-Yi Tsai, Luc Van Gool, Om Prakash Verma, Dong Wang, Fei Wang, Liang Wang, Liangliang Wang, Lijun Wang, Limin Wang, Qiang Wang, Gangshan Wu, Jinlin Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Wei Xu, Yong Xu, Yuanyou Xu, Wanli Xue, Zizheng Xun, Bin Yan, Dawei Yang, Jinyu Yang, Wankou Yang, Xiaoyun Yang, Yi Yang, Yichun Yang, Zongxin Yang, Botao Ye, Fisher Yu, Hongyuan Yu, Jiaqian Yu, Qianjin Yu, Weichen Yu, Kang Ze, Jiang Zhai, Chengwei Zhang, Chunhu Zhang, Kaihua Zhang, Tianzhu Zhang, Wenkang Zhang, Zhibin Zhang, Zhipeng Zhang, Jie Zhao, Shao-Chuan Zhao, Feng Zheng, Haixia Zheng, Min Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang

CVPR 2021 BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification Ruibing Hou, Hong Chang, Bingpeng Ma, Rui Huang, Shiguang Shan

ECCV 2020 Appearance-Preserving 3D Convolution for Video-Based Person Re-Identification Xinqian Gu, Hong Chang, Bingpeng Ma, Hongkai Zhang, Xilin Chen

ECCV 2020 Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training Hongkai Zhang, Hong Chang, Bingpeng Ma, Naiyan Wang, Xilin Chen

ECCV 2020 Temporal Complementary Learning for Video Person Re-Identification Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

NeurIPS 2019 Cross Attention Network for Few-Shot Classification Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

CVPRW 2019 Masked Graph Attention Network for Person Re-Identification Liqiang Bao, Bingpeng Ma, Hong Chang, Xilin Chen

AAAI 2018 Visual Relationship Detection with Deep Structural Ranking Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen

IJCAI 2017 Incomplete Attribute Learning with Auxiliary Labels Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen

ECML-PKDD 2016 Attribute Conjunction Learning with Recurrent Neural Network Kongming Liang, Hong Chang, Shiguang Shan, Xilin Chen

ICCV 2015 A Unified Multiplicative Framework for Attribute Learning Kongming Liang, Hong Chang, Shiguang Shan, Xilin Chen

ECCV 2014 Deep Network Cascade for Image Super-Resolution Zhen Cui, Hong Chang, Shiguang Shan, Bineng Zhong, Xilin Chen

NeurIPS 2014 Generalized Unsupervised Manifold Alignment Zhen Cui, Hong Chang, Shiguang Shan, Xilin Chen

ECCV 2014 Modeling Video Dynamics with Deep Dynencoder Xing Yan, Hong Chang, Shiguang Shan, Xilin Chen

CVPR 2014 Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses Meina Kan, Shiguang Shan, Hong Chang, Xilin Chen

IJCAI 2013 Parametric Local Multimodal Hashing for Cross-View Similarity Search Deming Zhai, Hong Chang, Yi Zhen, Xianming Liu, Xilin Chen, Wen Gao

CVPR 2011 A Unified Framework for Locating and Recognizing Human Actions Yuelei Xie, Hong Chang, Zhe Li, Luhong Liang, Xilin Chen, Debin Zhao

CVPR 2009 Sigma Set: A Small Second Order Statistical Region Descriptor Xiaopeng Hong, Hong Chang, Shiguang Shan, Xilin Chen, Wen Gao

CVPRW 2008 Multispectral Visible and Infrared Imaging for Face Recognition Hong Chang, Andreas F. Koschan, Mongi A. Abidi, Seong G. Kong, Chang-Hee Won

IJCAI 2007 A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning Dit-Yan Yeung, Hong Chang, Guang Dai

ICCV 2007 Locally Smooth Metric Learning with Application to Image Retrieval Dit-Yan Yeung, Hong Chang

AAAI 2006 A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking Jeffrey Junfeng Pan, Qiang Yang, Hong Chang, Dit-Yan Yeung

CVPRW 2006 An Indoor and Outdoor, Multimodal, Multispectral and Multi-Illuminant Database for Face Recognition Hong Chang, Harishwaran Hariharan, Mingzhong Yi, Andreas F. Koschan, Besma R. Abidi, Mongi A. Abidi

ECCV 2006 Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff Criterion Guang Dai, Dit-Yan Yeung, Hong Chang

CVPR 2006 Graph Laplacian Kernels for Object Classification from a Single Example Hong Chang, Dit-Yan Yeung

ICCV 2005 Robust Path-Based Spectral Clustering with Application to Image Segmentation Hong Chang, Dit-Yan Yeung

ICML 2004 Locally Linear Metric Adaptation for Semi-Supervised Clustering Hong Chang, Dit-Yan Yeung

CVPR 2004 Super-Resolution Through Neighbor Embedding Hong Chang, Dit-Yan Yeung, Yimin Xiong