Hu, Peng

53 publications

TMLR 2025 Beyond Instance Consistency: Investigating View Diversity in Self-Supervised Learning Huaiyuan Qin, Muli Yang, Siyuan Hu, Peng Hu, Yu Zhang, Chen Gong, Hongyuan Zhu

ICML 2025 CoPINN: Cognitive Physics-Informed Neural Networks Siyuan Duan, Wenyuan Wu, Peng Hu, Zhenwen Ren, Dezhong Peng, Yuan Sun

NeurIPS 2025 Conditional Representation Learning for Customized Tasks Honglin Liu, Chao Sun, Peng Hu, Yunfan Li, Xi Peng

AAAI 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval Yuan Li, Liangli Zhen, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu

ICML 2025 Deep Fuzzy Multi-View Learning for Reliable Classification Siyuan Duan, Yuan Sun, Dezhong Peng, Guiduo Duan, Xi Peng, Peng Hu

ICML 2025 Deep Unsupervised Hashing via External Guidance Qihong Song, Xiting Liu, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Peng Hu

IJCAI 2025 Disentangling Multi-View Representations via Curriculum Learning with Learnable Prior Kai Guo, Jiedong Wang, Xi Peng, Peng Hu, Hao Wang

CVPR 2025 Fuzzy Multimodal Learning for Trusted Cross-Modal Retrieval Siyuan Duan, Yuan Sun, Dezhong Peng, Zheng Liu, Xiaomin Song, Peng Hu

CVPR 2025 Human-Centered Interactive Learning via MLLMs for Text-to-Image Person Re-Identification Yang Qin, Chao Chen, Zhihang Fu, Dezhong Peng, Xi Peng, Peng Hu

NeurIPS 2025 Interactive Cross-Modal Learning for Text-3D Scene Retrieval Yanglin Feng, Yongxiang Li, Yuan Sun, Yang Qin, Dezhong Peng, Peng Hu

ICML 2025 LLaVA-ReID: Selective Multi-Image Questioner for Interactive Person Re-Identification Yiding Lu, Mouxing Yang, Dezhong Peng, Peng Hu, Yijie Lin, Xi Peng

IJCAI 2025 Learning Robust Multi-View Representation Using Dual-Masked VAEs Jiedong Wang, Kai Guo, Peng Hu, Xi Peng, Hao Wang

NeurIPS 2025 Learning Source-Free Domain Adaptation for Visible-Infrared Person Re-Identification Yongxiang Li, Yanglin Feng, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu

CVPR 2025 Learning with Noisy Triplet Correspondence for Composed Image Retrieval Shuxian Li, Changhao He, Xiting Liu, Joey Tianyi Zhou, Xi Peng, Peng Hu

CVPR 2025 MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration Boyun Li, Haiyu Zhao, Wenxin Wang, Peng Hu, Yuanbiao Gou, Xi Peng

IJCAI 2025 Probabilistic Multimodal Learning with Von Mises-Fisher Distributions Peng Hu, Yang Qin, Yuanbiao Gou, Yunfan Li, Mouxing Yang, Xi Peng

CVPR 2025 ROLL: Robust Noisy Pseudo-Label Learning for Multi-View Clustering with Noisy Correspondence Yuan Sun, Yongxiang Li, Zhenwen Ren, Guiduo Duan, Dezhong Peng, Peng Hu

ICLR 2025 ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL Yang Qin, Chao Chen, Zhihang Fu, Ze Chen, Dezhong Peng, Peng Hu, Jieping Ye

NeurIPS 2025 Robust Cross-Modal Alignment Learning for Cross-Scene Spatial Reasoning and Grounding Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Xiaomin Song, Peng Hu

ICLR 2025 Test-Time Adaptation for Cross-Modal Retrieval with Query Shift Haobin Li, Peng Hu, Qianjun Zhang, Xi Peng, XitingLiu, Mouxing Yang

ICML 2025 Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval Guofeng Ding, Yiding Lu, Peng Hu, Mouxing Yang, Yijie Lin, Xi Peng

NeurIPS 2024 AverNet: All-in-One Video Restoration for Time-Varying Unknown Degradations Haiyu Zhao, Lei Tian, Xinyan Xiao, Peng Hu, Yuanbiao Gou, Xi Peng

AAAI 2024 Decoupled Contrastive Multi-View Clustering with High-Order Random Walks Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng

AAAI 2024 Dual Self-Paced Cross-Modal Hashing Yuan Sun, Jian Dai, Zhenwen Ren, Yingke Chen, Dezhong Peng, Peng Hu

ICML 2024 Image Clustering with External Guidance Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng

NeurIPS 2024 Interactive Deep Clustering via Value Mining Honglin Liu, Peng Hu, Changqing Zhang, Yunfan Li, Xi Peng

CVPR 2024 Noisy-Correspondence Learning for Text-to-Image Person Re-Identification Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu

AAAI 2024 PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation Siyuan Hu, Zheng Wang, Peng Hu, Xi Peng, Jie Wu, Hongyuan Zhu, Yew Soon Ong

NeurIPS 2024 Robust Contrastive Multi-View Clustering Against Dual Noisy Correspondence Ruiming Guo, Mouxing Yang, Yijie Lin, Xi Peng, Peng Hu

ICLR 2024 Test-Time Adaptation Against Multi-Modal Reliability Bias Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng

AAAI 2023 Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval Xu Wang, Dezhong Peng, Ming Yan, Peng Hu

NeurIPS 2023 Cross-Modal Active Complementary Learning with Self-Refining Correspondence Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu

CVPR 2023 Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng

ICCV 2023 Graph Matching with Bi-Level Noisy Correspondence Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng

IJCAI 2023 Incomplete Multi-View Clustering via Prototype-Based Imputation Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng

CVPR 2023 RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu

CVPR 2023 Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective Yuanbiao Gou, Peng Hu, Jiancheng Lv, Hongyuan Zhu, Xi Peng

CVPR 2022 All-in-One Image Restoration for Unknown Corruption Boyun Li, Xiao Liu, Peng Hu, Zhongqin Wu, Jiancheng Lv, Xi Peng

CVPR 2022 Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification Mouxing Yang, Zhenyu Huang, Peng Hu, Taihao Li, Jiancheng Lv, Xi Peng

CVPRW 2022 Multi-Camera Vehicle Tracking System for AI City Challenge 2022 Fei Li, Zhen Wang, Ding Nie, Shiyi Zhang, Xingqun Jiang, Xingxing Zhao, Peng Hu

NeurIPS 2022 Multi-Scale Adaptive Network for Single Image Denoising Yuanbiao Gou, Peng Hu, Jiancheng Lv, Joey Tianyi Zhou, Xi Peng

AAAI 2021 A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu, Guangda Huzhang, Yinfu Feng, Qing Da, Xinshang Wang, Anxiang Zeng

ICLR 2021 BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu

AAAI 2021 Contrastive Clustering Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng

CVPR 2021 Learning Cross-Modal Retrieval with Noisy Labels Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin

AAAI 2021 OPQ: Compressing Deep Neural Networks with One-Shot Pruning-Quantization Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin

CVPR 2021 PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly

CVPR 2021 Partially View-Aligned Representation Learning with Noise-Robust Contrastive Loss Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng

NeurIPS 2020 Partially View-Aligned Clustering Zhenyu Huang, Peng Hu, Joey Tianyi Zhou, Jiancheng Lv, Xi Peng

AAAI 2020 Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition Peng Hu, Hongyuan Zhu, Xi Peng, Jie Lin

IJCAI 2019 Hybrid Item-Item Recommendation via Semi-Parametric Embedding Peng Hu, Rong Du, Yao Hu, Nan Li

AAAI 2016 Learning Expected Hitting Time Distance De-Chuan Zhan, Peng Hu, Zui Chu, Zhi-Hua Zhou

FnTML 2012 On the Concentration Properties of Interacting Particle Processes Pierre Del Moral, Peng Hu, Liming Wu