Chang, Xiaojun

76 publications

TMLR 2026 Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang

AAAI 2025 Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration Ziheng Zhou, Jinxing Zhou, Wei Qian, Shengeng Tang, Xiaojun Chang, Dan Guo

AAAI 2025 HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation Tengfei Liu, Jiapu Wang, Yongli Hu, Mingjie Li, Junfei Yi, Xiaojun Chang, Junbin Gao, Baocai Yin

ICML 2025 Let LLM Tell What to Prune and How Much to Prune Mingzhe Yang, Sihao Lin, Changlin Li, Xiaojun Chang

NeurIPS 2025 Neural-Driven Image Editing Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You

CVPR 2025 OpenING: A Comprehensive Benchmark for Judging Open-Ended Interleaved Image-Text Generation Pengfei Zhou, Xiaopeng Peng, Jiajun Song, Chuanhao Li, Zhaopan Xu, Yue Yang, Ziyao Guo, Hao Zhang, Yuqi Lin, Yefei He, Lirui Zhao, Shuo Liu, Tianhua Li, Yuxuan Xie, Xiaojun Chang, Yu Qiao, Wenqi Shao, Kaipeng Zhang

CVPR 2025 RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation Mingfei Han, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev

ICLR 2025 Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-Shot Videos Mingfei Han, Linjie Yang, Xiaojun Chang, Lina Yao, Heng Wang

ICLR 2025 Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes Jianqi Chen, Panwen Hu, Xiaojun Chang, Zhenwei Shi, Michael Kampffmeyer, Xiaodan Liang

ICCV 2025 Towards Efficient General Feature Prediction in Masked Skeleton Modeling Shengkai Sun, Zefan Zhang, Jianfeng Dong, Zhiyong Cheng, Xiaojun Chang, Meng Wang

CVPR 2025 Towards Open-Vocabulary Audio-Visual Event Localization Jinxing Zhou, Dan Guo, Ruohao Guo, Yuxin Mao, Jingjing Hu, Yiran Zhong, Xiaojun Chang, Meng Wang

ECCV 2024 Label-Anticipated Event Disentanglement for Audio-Visual Video Parsing Jinxing Zhou, Dan Guo, Yuxin Mao, Yiran Zhong, Xiaojun Chang, Meng Wang

ECCV 2024 Learning with Counterfactual Explanations for Radiology Report Generation Mingjie Li, Haokun Lin, Liang Qiu, Xiaodan Liang, Ling Chen, Abdulmotaleb Elsaddik, Xiaojun Chang

ECCV 2024 LongVLM: Efficient Long Video Understanding via Large Language Models Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang

CVPR 2024 MLP Can Be a Good Transformer Learner Sihao Lin, Pumeng Lyu, Dongrui Liu, Tao Tang, Xiaodan Liang, Andy Song, Xiaojun Chang

ICLR 2024 Masked Distillation Advances Self-Supervised Transformer Architecture Search Caixia Yan, Xiaojun Chang, Zhihui Li, Lina Yao, Minnan Luo, Qinghua Zheng

ICLR 2024 Maximum Entropy Heterogeneous-Agent Reinforcement Learning Jiarong Liu, Yifan Zhong, Siyi Hu, Haobo Fu, Qiang Fu, Xiaojun Chang, Yaodong Yang

AAAI 2024 Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Xiaojun Chang, Jingdong Wang

AAAI 2024 ProAgent: Building Proactive Cooperative Agents with Large Language Models Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang

AAAI 2024 SSMG: Spatial-Semantic mAP Guided Diffusion Model for Free-Form Layout-to-Image Generation Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Mengmeng Wang, Jingdong Wang

ICLR 2024 SWAP-NAS: Sample-Wise Activation Patterns for Ultra-Fast NAS Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang

CVPR 2024 Video Recognition in Portrait Mode Mingfei Han, Linjie Yang, Xiaojie Jin, Jiashi Feng, Xiaojun Chang, Heng Wang

AAAI 2023 3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu

CVPR 2023 Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation Mingjie Li, Bingqian Lin, Zicong Chen, Haokun Lin, Xiaodan Liang, Xiaojun Chang

ICCV 2023 FULLER: Unified Multi-Modality Multi-Task 3D Perception via Multi-Level Gradient Calibration Zhijian Huang, Sihao Lin, Guiyu Liu, Mukun Luo, Chaoqiang Ye, Hang Xu, Xiaojun Chang, Xiaodan Liang

ICCV 2023 HTML: Hybrid Temporal-Scale Multimodal Learning Framework for Referring Video Object Segmentation Mingfei Han, Yali Wang, Zhihui Li, Lina Yao, Xiaojun Chang, Yu Qiao

MLOSS 2023 MARLlib: A Scalable and Efficient Multi-Agent Reinforcement Learning Library Siyi Hu, Yifan Zhong, Minquan Gao, Weixun Wang, Hao Dong, Xiaodan Liang, Zhihui Li, Xiaojun Chang, Yaodong Yang

NeurIPS 2023 Mask Propagation for Efficient Video Semantic Segmentation Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang

ICLR 2023 ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency Pengzhen Ren, Changlin Li, Hang Xu, Yi Zhu, Guangrun Wang, Jianzhuang Liu, Xiaojun Chang, Xiaodan Liang

IJCAI 2023 Vision Language Navigation with Knowledge-Driven Environmental Dreamer Fengda Zhu, Vincent CS Lee, Xiaojun Chang, Xiaodan Liang

ECCV 2022 An Efficient Spatio-Temporal Pyramid Transformer for Action Detection Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang

CVPR 2022 Automated Progressive Learning for Efficient Training of Vision Transformers Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang

CVPR 2022 BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu, Gholamreza Haffari, Bin Yang

CVPR 2022 Beyond Fixation: Dynamic Window Visual Transformer Pengzhen Ren, Changlin Li, Guangrun Wang, Yun Xiao, Qing Du, Xiaodan Liang, Xiaojun Chang

CVPR 2022 Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang

CVPR 2022 Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao

CVPR 2022 Knowledge Distillation via the Target-Aware Transformer Sihao Lin, Hongwei Xie, Bing Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang, Gang Wang

ICML 2022 Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-Agent RL Siyi Hu, Chuanlong Xie, Xiaodan Liang, Xiaojun Chang

CVPR 2022 Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels Hehe Fan, Xiaojun Chang, Wanyue Zhang, Yi Cheng, Ying Sun, Mohan Kankanhalli

ICCV 2021 BossNAS: Exploring Hybrid CNN-Transformers with Block-Wisely Self-Supervised Neural Architecture Search Changlin Li, Tao Tang, Guangrun Wang, Jiefeng Peng, Bing Wang, Xiaodan Liang, Xiaojun Chang

CVPR 2021 Dynamic Slimmable Network Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang

ICCV 2021 Exploring Inter-Channel Correlation for Diversity-Preserved Knowledge Distillation Li Liu, Qingle Huang, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Xiaodan Liang

IJCAI 2021 Person Search Challenges and Solutions: A Survey Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann

CVPR 2021 SOON: Scenario Oriented Object Navigation with Graph-Based Exploration Fengda Zhu, Xiwen Liang, Yi Zhu, Qizhi Yu, Xiaojun Chang, Xiaodan Liang

ICLR 2021 UPDeT: Universal Multi-Agent RL via Policy Decoupling with Transformers Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang

ICCV 2021 Vision-Language Navigation with Random Environmental Mixup Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Zongyuan Ge, Yi-Dong Shen

ICML 2021 iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, Ehsan M Abbasnejad, Reza Haffari

NeurIPS 2020 Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Zongyuan Ge, Steven Su

NeurIPS 2020 Hierarchical Neural Architecture Search for Deep Stereo Matching Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Hongdong Li, Tom Drummond, Zongyuan Ge

ECCV 2020 Mining Inter-Video Proposal Relations for Video Object Detection Mingfei Han, Yali Wang, Xiaojun Chang, Yu Qiao

IJCAI 2020 Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables Jiaqi Zhang, Meng Wang, Qinchi Li, Sen Wang, Xiaojun Chang, Beilun Wang

AAAI 2019 Distributionally Robust Semi-Supervised Learning for People-Centric Sensing Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang

AAAI 2018 Balanced Clustering via Exclusive Lasso: A Pragmatic Approach Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang

ECCV 2018 RCAA: Relational Context-Aware Agents for Person Search Xiaojun Chang, Po-Yao Huang, Yi-Dong Shen, Xiaodan Liang, Yi Yang, Alexander G. Hauptmann

AAAI 2018 Semi-Supervised Bayesian Attribute Learning for Person Re-Identification Wenhe Liu, Xiaojun Chang, Ling Chen, Yi Yang

IJCAI 2018 Teaching Semi-Supervised Classifier via Generalized Distillation Chen Gong, Xiaojun Chang, Meng Fang, Jian Yang

IJCAI 2018 Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision Hanmo Wang, Xiaojun Chang, Lei Shi, Yi Yang, Yi-Dong Shen

IJCAI 2017 Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression Minnan Luo, Lingling Zhang, Feiping Nie, Xiaojun Chang, Buyue Qian, Qinghua Zheng

ICCV 2017 Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann

IJCAI 2017 Discriminative Dictionary Learning with Ranking Metric Embedded for Person Re-Identification De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng

ECML-PKDD 2017 Early Active Learning with Pairwise Constraint for Person Re-Identification Wenhe Liu, Xiaojun Chang, Ling Chen, Yi Yang

IJCAI 2017 How Unlabeled Web Videos Help Complex Event Detection? Huan Liu, Qinghua Zheng, Minnan Luo, Dingwen Zhang, Xiaojun Chang, Cheng Deng

AAAI 2017 Multi-View Correlated Feature Learning by Uncovering Shared Component Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao

AAAI 2017 Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng

IJCAI 2017 Self-Paced Mixture of Regressions Longfei Han, Dingwen Zhang, Dong Huang, Xiaojun Chang, Jun Ren, Senlin Luo, Junwei Han

AAAI 2017 Structure Regularized Unsupervised Discriminant Feature Analysis Mingyu Fan, Xiaojun Chang, Dacheng Tao

IJCAI 2017 Top-K Supervise Feature Selection via ADMM for Integer Programming Mingyu Fan, Xiaojun Chang, Xiaoqin Zhang, Di Wang, Liang Du

IJCAI 2016 Avoiding Optimal Mean Robust PCA/2DPCA with Non-Greedy ℓ1-Norm Maximization Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng

AAAI 2016 Dynamic Concept Composition for Zero-Example Event Detection Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann

CVPR 2016 They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers Xiaojun Chang, Yao-Liang Yu, Yi Yang, Eric P. Xing

ECML-PKDD 2016 Uncovering Locally Discriminative Structure for Feature Analysis Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao

AAAI 2015 A Convex Formulation for Spectral Shrunk Clustering Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou

ICML 2015 Complex Event Detection Using Semantic Saliency and Nearly-Isotonic SVM Xiaojun Chang, Yi Yang, Eric Xing, Yaoliang Yu

IJCAI 2015 Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Eric P. Xing, Yaoliang Yu

ECML-PKDD 2015 Unsupervised Feature Analysis with Class Margin Optimization Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng

AAAI 2014 A Convex Formulation for Semi-Supervised Multi-Label Feature Selection Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang