Liu, Bin

56 publications

ICML 2025 AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao

AAAI 2025 Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas

ICCV 2025 Bridging the Sky and Ground: Towards View-Invariant Feature Learning for Aerial-Ground Person Re-Identification Wajahat Khalid, Bin Liu, Xulin Li, Muhammad Waqas, Muhammad Sher Afgan

ICCV 2025 FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation Tao Gong, Qi Chu, Bin Liu, Wei Zhou, Nenghai Yu

ECML-PKDD 2025 MEAN: Multi-Expert Adaptive Network for Customer Lifetime Value Prediction Kelin Liu, Yao Zhou, Bin Liu, Hanjing Su, Shouzhi Chen

ICML 2025 OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition Zheng Lian, Haiyang Sun, Licai Sun, Haoyu Chen, Lan Chen, Hao Gu, Zhuofan Wen, Shun Chen, Zhang Siyuan, Hailiang Yao, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao

AAAI 2025 Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning Tao Gong, Qi Chu, Bin Liu, Nenghai Yu

NeurIPS 2025 Think Before Recommendation: Autonomous Reasoning-Enhanced Recommender Xiaoyu Kong, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Jiancan Wu, Xiang Wang

TMLR 2025 Thompson Sampling for Bandits with Cool-Down Periods Jingxuan Zhu, Bin Liu

IJCAI 2025 Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification Xulin Li, Yan Lu, Bin Liu, Jiaze Li, Qinhong Yang, Tao Gong, Qi Chu, Mang Ye, Nenghai Yu

AAAI 2025 Training-Free Open-Vocabulary Semantic Segmentation via Diverse Prototype Construction and Sub-Region Matching Xuanpu Zhao, Dianmo Sheng, Zhentao Tan, Zhiwei Zhao, Tao Gong, Qi Chu, Bin Liu, Nenghai Yu

NeurIPS 2025 UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection Yang Zhao, Kai Xiong, Xiao Ding, Li Du, YangouOuyang, Zhouhao Sun, Jiannan Guan, Wenbin Zhang, Bin Liu, Dong Hu, Bing Qin, Ting Liu

CVPR 2025 UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery Dianmo Sheng, Dongdong Chen, Zhentao Tan, Qiankun Liu, Qi Chu, Tao Gong, Bin Liu, Jing Han, Wenbin Tu, Shengwei Xu, Nenghai Yu

ECML-PKDD 2024 AEMLO: AutoEncoder-Guided Multi-Label Oversampling Ao Zhou, Bin Liu, Jin Wang, Kaiwei Sun, Kelin Liu

AAAI 2024 Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning Shuai Shao, Yu Bai, Yan Wang, Baodi Liu, Bin Liu

AAAI 2024 Enhancing Semi-Supervised Domain Adaptation via Effective Target Labeling Jiujun He, Bin Liu, Guosheng Yin

ECML-PKDD 2024 HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction Bin Liu, Siqi Wu, Jin Wang, Xin Deng, Ao Zhou

IJCAI 2024 Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents Zihao Zhou, Bin Hu, Chenyang Zhao, Pu Zhang, Bin Liu

AAAI 2024 MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang

ECML-PKDD 2024 Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples Ao Zhou, Bin Liu, Zhaoyang Peng, Jin Wang, Grigorios Tsoumakas

IJCAI 2024 Predicting Housing Transaction with Common Covariance GNNs Jinjin Li, Bin Liu, Chengyan Liu, Hongli Zhang

AAAI 2024 TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection Tianxiang Chen, Zhentao Tan, Qi Chu, Yue Wu, Bin Liu, Nenghai Yu

CVPR 2024 Towards More Unified In-Context Visual Understanding Dianmo Sheng, Dongdong Chen, Zhentao Tan, Qiankun Liu, Qi Chu, Jianmin Bao, Tao Gong, Bin Liu, Shengwei Xu, Nenghai Yu

AAAI 2024 Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-Identification Zhiwei Zhao, Bin Liu, Yan Lu, Qi Chu, Nenghai Yu

NeurIPS 2023 A Reduction-Based Framework for Sequential Decision Making with Delayed Feedback Yunchang Yang, Han Zhong, Tianhao Wu, Bin Liu, Liwei Wang, Simon S Du

NeurIPS 2023 ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao

CVPR 2023 BBDM: Image-to-Image Translation with Brownian Bridge Diffusion Models Bo Li, Kaitao Xue, Bin Liu, Yu-Kun Lai

IJCAI 2023 Fluid Dynamics-Inspired Network for Infrared Small Target Detection Tianxiang Chen, Qi Chu, Bin Liu, Nenghai Yu

JAIR 2023 Graphmax for Text Generation Bin Liu, Guosheng Yin

IJCAI 2023 Interpret ESG Rating's Impact on the Industrial Chain Using Graph Neural Networks Bin Liu, Jiujun He, Ziyuan Li, Xiaoyang Huang, Xiang Zhang, Guosheng Yin

NeurIPS 2023 VRA: Variational Rectified Activation for Out-of-Distribution Detection Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao

ECCV 2022 Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-Identification Xulin Li, Yan Lu, Bin Liu, Yating Liu, Guojun Yin, Qi Chu, Jinyang Huang, Feng Zhu, Rui Zhao, Nenghai Yu

ECCVW 2022 Two-Aspect Information Interaction Model for ABAW4 Multi-Task Challenge Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai, Yu He

CVPR 2021 Diverse Semantic Image Synthesis via Probability Distribution Modeling Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Bin Liu, Gang Hua, Nenghai Yu

ICCV 2021 ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation Zhenchao Jin, Bin Liu, Qi Chu, Nenghai Yu

ICCV 2021 Improve Unsupervised Pretraining for Few-Label Transfer Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Bin Liu, Nenghai Yu

AAAI 2021 Joint Color-Irrelevant Consistency Learning and Identity-Aware Modality Adaptation for Visible-Infrared Cross Modality Person Re-Identification Zhiwei Zhao, Bin Liu, Qi Chu, Yan Lu, Nenghai Yu

JMLR 2021 Simultaneous Change Point Inference and Structure Recovery for High Dimensional Gaussian Graphical Models Bin Liu, Xinsheng Zhang, Yufeng Liu

AAAI 2020 DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking Qi Chu, Wanli Ouyang, Bin Liu, Feng Zhu, Nenghai Yu

IJCAI 2020 GSM: Graph Similarity Model for Multi-Object Tracking Qiankun Liu, Qi Chu, Bin Liu, Nenghai Yu

CVPRW 2020 NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar

ECCV 2020 Negative Margin Matters: Understanding Margin in Few-Shot Classification Bin Liu, Yue Cao, Yutong Lin, Qi Li, Zheng Zhang, Mingsheng Long, Han Hu

NeurIPS 2020 Parametric Instance Classification for Unsupervised Visual Feature Learning Yue Cao, Zhenda Xie, Bin Liu, Yutong Lin, Zheng Zhang, Han Hu

ICCVW 2019 Deep Metric Transfer for Label Propagation with Limited Annotated Data Bin Liu, Zhirong Wu, Han Hu, Stephen Lin

NeurIPS 2019 Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces Yu Qi, Bin Liu, Yueming Wang, Gang Pan

ECML-PKDD 2019 Synthetic Oversampling of Multi-Label Data Based on Local Label Distribution Bin Liu, Grigorios Tsoumakas

ECCV 2018 Cross-Modal Hamming Hashing Yue Cao, Bin Liu, Mingsheng Long, Jianmin Wang

AAAI 2018 Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng

ACML 2018 Making Classifier Chains Resilient to Class Imbalance Bin Liu, Grigorios Tsoumakas

IJCAI 2018 Representing Urban Functions Through Zone Embedding with Human Mobility Patterns Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong

ECCV 2018 Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, Chen Change Loy

ICCV 2017 Online Multi-Object Tracking Using CNN-Based Single Object Tracker with Spatial-Temporal Attention Mechanism Qi Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang, Bin Liu, Nenghai Yu

AAAI 2017 Unsupervised Deep Learning for Optical Flow Estimation Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha

ACML 2016 Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-Relational Social Network Haoli Bai, Zenglin Xu, Bin Liu, Yingming Li

ECCV 2016 The Visual Object Tracking VOT2016 Challenge Results Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi

ECCVW 2016 The Visual Object Tracking VOT2016 Challenge Results Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi