Peng, Xi

106 publications

ICLR 2026 AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM Haoyu Huang, Hong Ting Tsang, Jiaxin Bai, Xi Peng, Gong Zhang, Yangqiu Song

ICLR 2026 Learning with Dual-Level Noisy Correspondence for Multi-Modal Entity Alignment Haobin Li, Yijie Lin, Peng Hu, Mouxing Yang, Xi Peng

ICLR 2026 Uncover Underlying Correspondence for Robust Multi-View Clustering Haochen Zhou, Guofeng Ding, Mouxing Yang, Peng Hu, Yijie Lin, Xi Peng

ICML 2025 "Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence Mengmeng Ma, Tang Li, Yunxiang Peng, Lu Lin, Volkan Beylergil, Binsheng Zhao, Oguz Akin, Xi Peng

AAAI 2025 Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model's Prediction Rationality Qitong Wang, Tang Li, Kien X. Nguyen, Xi Peng

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

AAAI 2025 Cross-View Graph Consistency Learning for Invariant Graph Representations Jie Chen, Hua Mao, Wai Lok Woo, Chuanbin Liu, 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

CVPR 2025 Detecting Open World Objects via Partial Attribute Assignment Muli Yang, Gabriel James Goenawan, Huaiyuan Qin, Kai Han, Xi Peng, Yanhua Yang, Hongyuan Zhu

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

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

AAAI 2025 Interpretable Failure Detection with Human-Level Concepts Kien X. Nguyen, Tang Li, Xi Peng

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

NeurIPS 2025 Neighbor-Aware Contrastive Disambiguation for Cross-Modal Hashing with Redundant Annotations Chao Su, Likang Peng, Yuan Sun, Dezhong Peng, Xi Peng, Xu Wang

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

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

ICML 2025 Structure-Informed Risk Minimization for Robust Ensemble Learning Fengchun Qiao, Yanlin Chen, Xi Peng

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

NeurIPS 2024 Beyond Accuracy: Ensuring Correct Predictions with Correct Rationales Tang Li, Mengmeng Ma, Xi Peng

ICML 2024 Beyond the Federation: Topology-Aware Federated Learning for Generalization to Unseen Clients Mengmeng Ma, Tang Li, Xi Peng

ECCV 2024 DEAL: Disentangle and Localize Concept-Level Explanations for VLMs Tang Li, Mengmeng Ma, 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

ICML 2024 Ensemble Pruning for Out-of-Distribution Generalization Fengchun Qiao, Xi Peng

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

ICLR 2024 Multi-Granularity Correspondence Learning from Long-Term Noisy Videos Yijie Lin, Jie Zhang, Zhenyu Huang, Jia Liu, Zujie Wen, 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

NeurIPS 2024 Out-of-Distribution Detection with Diversification (Provably) Haiyun Yao, Zongbo Han, Huazhu Fu, Xi Peng, Qinghua Hu, Changqing Zhang

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

NeurIPS 2024 SeafloorAI: A Large-Scale Vision-Language Dataset for Seafloor Geological Survey Kien X. Nguyen, Fengchun Qiao, Arthur Trembanis, Xi Peng

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

ICML 2024 Test-Time Degradation Adaptation for Open-Set Image Restoration Yuanbiao Gou, Haiyu Zhao, Boyun Li, Xinyan Xiao, Xi Peng

CVPR 2023 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng

CVPR 2023 Comprehensive and Delicate: An Efficient Transformer for Image Restoration Haiyu Zhao, Yuanbiao Gou, Boyun Li, Dezhong Peng, Jiancheng Lv, Xi Peng

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 Deep Multiview Clustering by Contrasting Cluster Assignments Jie Chen, Hua Mao, Wai Lok Woo, 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

AAAI 2023 Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering Yao Jin, Guocheng Niu, Xinyan Xiao, Jian Zhang, Xi Peng, Jun Yu

ICCV 2023 Learning from Semantic Alignment Between Unpaired Multiviews for Egocentric Video Recognition Qitong Wang, Long Zhao, Liangzhe Yuan, Ting Liu, Xi Peng

ICML 2023 Provable Dynamic Fusion for Low-Quality Multimodal Data Qingyang Zhang, Haitao Wu, Changqing Zhang, Qinghua Hu, Huazhu Fu, Joey Tianyi Zhou, 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

AAAI 2023 Robust Domain Adaptation for Machine Reading Comprehension Liang Jiang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng

ICLR 2023 Topology-Aware Robust Optimization for Out-of-Distribution Generalization Fengchun Qiao, Xi Peng

ICML 2023 dugMatting: Decomposed-Uncertainty-Guided Matting Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou

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

CVPR 2022 Are Multimodal Transformers Robust to Missing Modality? Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng

NeurIPSW 2022 Graph-Relational Distributionally Robust Optimization Fengchun Qiao, 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

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

WACV 2022 Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation Zhenzhu Zheng, Xi Peng

CVPR 2022 Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation Nathaniel Merrill, Yuliang Guo, Xingxing Zuo, Xinyu Huang, Stefan Leutenegger, Xi Peng, Liu Ren, Guoquan Huang

JMLR 2022 XAI Beyond Classification: Interpretable Neural Clustering Xi Peng, Yunfan Li, Ivor W. Tsang, Hongyuan Zhu, Jiancheng Lv, Joey Tianyi Zhou

ICLR 2021 A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov

CVPR 2021 COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction Yijie Lin, Yuanbiao Gou, Zitao Liu, Boyun Li, Jiancheng Lv, Xi Peng

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

CVPR 2021 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu

NeurIPS 2021 Learning with Noisy Correspondence for Cross-Modal Matching Zhenyu Huang, Guocheng Niu, Xiao Liu, Wenbiao Ding, Xinyan Xiao, Hua Wu, Xi Peng

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

AAAI 2021 SMIL: Multimodal Learning with Severely Missing Modality Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng

ICCVW 2021 Student-Teacher Oneness: A Storage-Efficient Approach That Improves Facial Expression Recognition Zhenzhu Zheng, Christopher Rasmussen, Xi Peng

CVPR 2021 Uncertainty-Guided Model Generalization to Unseen Domains Fengchun Qiao, Xi Peng

NeurIPS 2020 CLEARER: Multi-Scale Neural Architecture Search for Image Restoration Yuanbiao Gou, Boyun Li, Zitao Liu, Songfan Yang, Xi Peng

CVPR 2020 Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas

CVPR 2020 Learning to Learn Single Domain Generalization Fengchun Qiao, Long Zhao, Xi Peng

NeurIPS 2020 Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness Long Zhao, Ting Liu, Xi Peng, Dimitris Metaxas

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

ICCV 2019 AdaTransform: Adaptive Data Transformation Zhiqiang Tang, Xi Peng, Tingfeng Li, Yizhe Zhu, Dimitris N. Metaxas

ICML 2019 COMIC: Multi-View Clustering Without Parameter Selection Xi Peng, Zhenyu Huang, Jiancheng Lv, Hongyuan Zhu, Joey Tianyi Zhou

CVPR 2019 Low-Rank Tensor Completion with a New Tensor Nuclear Norm Induced by Invertible Linear Transforms Canyi Lu, Xi Peng, Yunchao Wei

IJCAI 2019 Multi-View Spectral Clustering Network Zhenyu Huang, Joey Tianyi Zhou, Xi Peng, Changqing Zhang, Hongyuan Zhu, Jiancheng Lv

ICCV 2019 Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering Ruihuang Li, Changqing Zhang, Huazhu Fu, Xi Peng, Tianyi Zhou, Qinghua Hu

NeurIPS 2019 Rethinking Kernel Methods for Node Representation Learning on Graphs Yu Tian, Long Zhao, Xi Peng, Dimitris Metaxas

CVPR 2019 Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas

NeurIPS 2019 Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal

AAAI 2019 Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, Vijay Chanderasekh, Liyuan Li, Joo-Hwee Lim

CVPR 2018 A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Xi Peng, Ahmed Elgammal

IJCAI 2018 CR-GAN: Learning Complete Representations for Multi-View Generation Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas

IJCAI 2018 DehazeGAN: When Image Dehazing Meets Differential Programming Hongyuan Zhu, Xi Peng, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim

CVPR 2018 Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation Xi Peng, Zhiqiang Tang, Fei Yang, Rogerio S. Feris, Dimitris Metaxas

ECCV 2018 Learning to Forecast and Refine Residual Motion for Image-to-Video Generation Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris Metaxas

ECCV 2018 Quantized Densely Connected U-Nets for Efficient Landmark Localization Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris Metaxas

AAAI 2018 SC2Net: Sparse LSTMs for Sparse Coding Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh

AAAI 2017 Cascade Subspace Clustering Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi

ICCV 2017 Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker

ECCV 2016 A Recurrent Encoder-Decoder Network for Sequential Face Alignment Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas

IJCAI 2016 Deep Subspace Clustering with Sparsity Prior Xi Peng, Shijie Xiao, Jiashi Feng, Wei-Yun Yau, Zhang Yi

CVPRW 2016 Sequential Face Alignment via Person-Specific Modeling in the Wild Xi Peng, Junzhou Huang, Dimitris N. Metaxas

IJCAI 2015 Generalized Transitive Distance with Minimum Spanning Random Forest Zhiding Yu, Weiyang Liu, Wenbo Liu, Xi Peng, Zhuo Hui, B. V. K. Vijaya Kumar

ICCV 2015 PIEFA: Personalized Incremental and Ensemble Face Alignment Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas

AAAI 2015 Robust Subspace Clustering via Thresholding Ridge Regression Xi Peng, Zhang Yi, Huajin Tang

CVPR 2013 Scalable Sparse Subspace Clustering Xi Peng, Lei Zhang, Zhang Yi