Local feature based multi-view discriminant analysis. - Peng Hu 002; Dezhong Peng; Jixiang Guo; Liangli Zhen (Knowl. Based Syst., 2018)

Deep Supervised Cross-Modal Retrieval. - Liangli Zhen; Peng Hu 002; Xu Wang 028; Dezhong Peng (CVPR, 2019)

Separated Variational Hashing Networks for Cross-Modal Retrieval. - Peng Hu 002; Xu Wang 028; Liangli Zhen; Dezhong Peng (ACM Multimedia, 2019)

Scalable Deep Multimodal Learning for Cross-Modal Retrieval. - Peng Hu 002; Liangli Zhen; Dezhong Peng; Pei Liu (SIGIR, 2019)

Multimodal adversarial network for cross-modal retrieval. - Peng Hu 002; Dezhong Peng; Xu Wang 028; Yong Xiang 001 (Knowl. Based Syst., 2019)

Adversarial correlated autoencoder for unsupervised multi-view representation learning. - Xu Wang 028; Dezhong Peng; Peng Hu 002; Yongsheng Sang (Knowl. Based Syst., 2019)

Multi-View Linear Discriminant Analysis Network. - Peng Hu 002; Dezhong Peng; Yongsheng Sang; Yong Xiang 001 (IEEE Trans. Image Process., 2019)

Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition. - Peng Hu 002; Hongyuan Zhu; Xi Peng 001; Jie Lin 001 (AAAI, 2020)

Partially View-aligned Clustering. - Zhenyu Huang 005; Peng Hu 002; Joey Tianyi Zhou; Jiancheng Lv 001; Xi Peng 001 (NeurIPS, 2020)

OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Mohamed M. Sabry Aly; Jie Lin 001 (AAAI, 2021)

Contrastive Clustering. - Yunfan Li 003; Peng Hu 002; Jerry Zitao Liu; Dezhong Peng; Joey Tianyi Zhou; Xi Peng 001 (AAAI, 2021)

Learning Cross-Modal Retrieval With Noisy Labels. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Liangli Zhen; Jie Lin 001 (CVPR, 2021)

Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss. - Mouxing Yang; Yunfan Li 003; Zhenyu Huang 005; Zitao Liu 001; Peng Hu 002; Xi Peng 001 (CVPR, 2021)

PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery. - Tianyi Zhang 004; Jie Lin 001; Peng Hu 002; Bin Zhao; Mohamed M. Sabry Aly (CVPR, 2021)

Unsupervised Neural Rendering for Image Hazing. - Boyun Li; Yijie Lin 001; Xiao Liu 040; Peng Hu 002; Jiancheng Lv 001; Xi Peng 001 (CoRR, 2021)

DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval. - Xu Wang 028; Peng Hu 002; Liangli Zhen; Dezhong Peng (Inf. Sci., 2021)

Cross-modal discriminant adversarial network. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Jie Lin 001; Liangli Zhen; Wei Wang 283; Dezhong Peng (Pattern Recognit., 2021)

Joint Versus Independent Multiview Hashing for Cross-View Retrieval. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Jie Lin 001; Liangli Zhen; Dezhong Peng (IEEE Trans. Cybern., 2021)

All-In-One Image Restoration for Unknown Corruption. - Boyun Li; Xiao Liu 040; Peng Hu 002; Zhongqin Wu; Jiancheng Lv 001; Xi Peng 001 (CVPR, 2022)

Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification. - Mouxing Yang; Zhenyu Huang 005; Peng Hu 002; Taihao Li; Jiancheng Lv 001; Xi Peng 001 (CVPR, 2022)

Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval. - Yang Qin; Dezhong Peng; Xi Peng 001; Xu Wang 028; Peng Hu 002 (ACM Multimedia, 2022)

Multi-Scale Adaptive Network for Single Image Denoising. - Yuanbiao Gou; Peng Hu 002; Jiancheng Lv 001; Joey Tianyi Zhou; Xi Peng 001 (NeurIPS, 2022)

Multi-Scale Adaptive Network for Single Image Denoising. - Yuanbiao Gou; Peng Hu 002; Jiancheng Lv 001; Xi Peng 001 (CoRR, 2022)

Deep Fair Clustering via Maximizing and Minimizing Mutual Information. - Pengxin Zeng; Yunfan Li 003; Peng Hu 002; Dezhong Peng; Jiancheng Lv 001; Xi Peng 001 (CoRR, 2022)

Relationship Quantification of Image Degradations. - Wenxin Wang; Boyun Li; Yuanbiao Gou; Peng Hu 002; Xi Peng 001 (CoRR, 2022)

MagicGAN: Multiagent Attacks Generate Interferential Category via GAN. - Yong Chen; Xu Wang 028; Peng Hu 002; Dezhong Peng (Knowl. Based Syst., 2022)

Deep Semisupervised Multiview Learning With Increasing Views. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Liangli Zhen; Jie Lin 001; Huaibai Yan; Dezhong Peng (IEEE Trans. Cybern., 2022)

Deep Semisupervised Class- and Correlation-Collapsed Cross-View Learning. - Xu Wang 028; Peng Hu 002; Pei Liu; Dezhong Peng (IEEE Trans. Cybern., 2022)

Unsupervised Neural Rendering for Image Hazing. - Boyun Li; Yijie Lin 001; Jinfeng Bai; Peng Hu 002; Jiancheng Lv 001; Xi Peng 001 (IEEE Trans. Image Process., 2022)

Deep Multimodal Transfer Learning for Cross-Modal Retrieval. - Liangli Zhen; Peng Hu 002; Xi Peng 001; Rick Siow Mong Goh; Joey Tianyi Zhou (IEEE Trans. Neural Networks Learn. Syst., 2022)

Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval. - Xu Wang 028; Dezhong Peng; Ming Yan 007; Peng Hu 002 (AAAI, 2023)

RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval. - Yanglin Feng; Hongyuan Zhu; Dezhong Peng; Xi Peng 001; Peng Hu 002 (CVPR, 2023)

Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective. - Yuanbiao Gou; Peng Hu 002; Jiancheng Lv 001; Hongyuan Zhu; Xi Peng 001 (CVPR, 2023)

Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric. - Pengxin Zeng; Yunfan Li 003; Peng Hu 002; Dezhong Peng; Jiancheng Lv 001; Xi Peng 001 (CVPR, 2023)

Graph Matching with Bi-level Noisy Correspondence. - Yijie Lin 001; Mouxing Yang; Jun Yu; Peng Hu 002; Changqing Zhang; Xi Peng 001 (ICCV, 2023)

Incomplete Multi-view Clustering via Prototype-based Imputation. - Haobin Li; Yunfan Li 003; Mouxing Yang; Peng Hu 002; Dezhong Peng; Xi Peng 001 (IJCAI, 2023)

ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels. - Yanglin Feng; Hongyuan Zhu; Dezhong Peng; Xi Peng 001; Peng Hu 002 (ACM Multimedia, 2023)

Cross-modal Active Complementary Learning with Self-refining Correspondence. - Yang Qin; Yuan Sun 016; Dezhong Peng; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (NeurIPS, 2023)

Robust Multi-View Clustering With Incomplete Information. - Mouxing Yang; Yunfan Li 003; Peng Hu 002; Jinfeng Bai; Jiancheng Lv 001; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Unsupervised Contrastive Cross-Modal Hashing. - Peng Hu 002; Hongyuan Zhu; Jie Lin 001; Dezhong Peng; Yin-Ping Zhao; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Cross-Modal Retrieval With Partially Mismatched Pairs. - Peng Hu 002; Zhenyu Huang 005; Dezhong Peng; Xu Wang 028; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning relationship-preserving representation for multi-task adversarial attacks. - Yong Chen; Xu Wang 028; Peng Hu 002; Zhong Yuan; Dezhong Peng; Qilin Li (Neurocomputing, 2023)

Cross-Domain Alignment for Zero-Shot Sketch-Based Image Retrieval. - Xu Wang 028; Dezhong Peng; Peng Hu 002; Yunhong Gong; Yong Chen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Dual Self-Paced Cross-Modal Hashing. - Yuan Sun 016; Jian Dai 002; Zhenwen Ren; Yingke Chen; Dezhong Peng; Peng Hu 002 (AAAI, 2024)

PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation. - Siyuan Hu; Zheng Wang 007; Peng Hu 002; Xi Peng 001; Jie Wu; Hongyuan Zhu; Yew Soon Ong (AAAI, 2024)

Decoupled Contrastive Multi-View Clustering with High-Order Random Walks. - Yiding Lu; Yijie Lin 001; Mouxing Yang; Dezhong Peng; Peng Hu 002; Xi Peng 001 (AAAI, 2024)

Noisy-Correspondence Learning for Text-to-Image Person Re-Identification. - Yang Qin; Yingke Chen; Dezhong Peng; Xi Peng 001; Joey Tianyi Zhou; Peng Hu 002 (CVPR, 2024)

Test-time Adaptation against Multi-modal Reliability Bias. - Mouxing Yang; Yunfan Li 003; Changqing Zhang; Peng Hu 002; Xi Peng 001 (ICLR, 2024)

Image Clustering with External Guidance. - Yunfan Li 003; Peng Hu 002; Dezhong Peng; Jiancheng Lv 001; Jianping Fan 007; Xi Peng 001 (ICML, 2024)

Robust Variational Contrastive Learning for Partially View-unaligned Clustering. - Changhao He; Hongyuan Zhu; Peng Hu 002; Xi Peng 001 (ACM Multimedia, 2024)

Robust Contrastive Cross-modal Hashing with Noisy Labels. - Longan Wang; Yang Qin; Yuan Sun 016; Dezhong Peng; Xi Peng 001; Peng Hu 002 (ACM Multimedia, 2024)

Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence. - Ruiming Guo; Mouxing Yang; Yijie Lin 001; Xi Peng 001; Peng Hu 002 (NeurIPS, 2024)

Adaptive Masked Autoencoder Transformer for image classification. - Xiangru Chen; Chenjing Liu; Peng Hu 002; Jie Lin 001; Yunhong Gong; Yingke Chen; Dezhong Peng; Xue Geng (Appl. Soft Comput., 2024)

Evolving masked low-rank transformer for long text understanding. - Chenjing Liu; Xiangru Chen; Jie Lin 001; Peng Hu 002; Junfeng Wang; Xue Geng (Appl. Soft Comput., 2024)

Test-time Adaptation for Cross-modal Retrieval with Query Shift. - Haobin Li; Peng Hu 002; Qianjun Zhang; Xi Peng 001; Xiting Liu; Mouxing Yang (CoRR, 2024)

MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration. - Boyun Li; Haiyu Zhao; Wenxin Wang; Peng Hu 002; Yuanbiao Gou; Xi Peng 001 (CoRR, 2024)

Evolving filter criteria for randomly initialized network pruning in image classification. - Xiangru Chen; Chenjing Liu; Peng Hu 002; Jie Lin 001; Yunhong Gong; Yingke Chen; Dezhong Peng; Xue Geng (Neurocomputing, 2024)

Integrating confidence calibration and adversarial robustness via adversarial calibration entropy. - Yong Chen; Peng Hu 002; Zhong Yuan; Dezhong Peng; Xu Wang 028 (Inf. Sci., 2024)

DifFilter: Defending Against Adversarial Perturbations With Diffusion Filter. - Yong Chen; Xuedong Li; Peng Hu 002; Dezhong Peng; Xu Wang 028 (IEEE Trans. Inf. Forensics Secur., 2024)

Deep Supervised Multi-View Learning With Graph Priors. - Peng Hu 002; Liangli Zhen; Xi Peng 001; Hongyuan Zhu; Jie Lin 001; Xu Wang 028; Dezhong Peng (IEEE Trans. Image Process., 2024)

RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels. - Yongxiang Li; Yang Qin; Yuan Sun 016; Dezhong Peng; Xi Peng 001; Peng Hu 002 (IEEE Trans. Image Process., 2024)

Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining. - Xinran Ma; Mouxing Yang; Yunfan Li 003; Peng Hu 002; Jiancheng Lv 001; Xi Peng 001 (IEEE Trans. Image Process., 2024)

Dual Self-Paced Hashing for Image Retrieval. - Yuan Sun 016; Yang Qin; Dezhong Peng; Zhenwen Ren; Chao Yang; Peng Hu 002 (IEEE Trans. Multim., 2024)

Hierarchical Consensus Hashing for Cross-Modal Retrieval. - Yuan Sun 016; Zhenwen Ren; Peng Hu 002; Dezhong Peng; Xu Wang 028 (IEEE Trans. Multim., 2024)

Semantic Invariant Multi-View Clustering With Fully Incomplete Information. - Pengxin Zeng; Mouxing Yang; Yiding Lu; Changqing Zhang; Peng Hu 002; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement. - Yunfan Li 003; Yijie Lin 001; Peng Hu 002; Dezhong Peng; Han Luo; Xi Peng 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Learning with Noisy Correspondence. - Zhenyu Huang 005; Peng Hu 002; Guocheng Niu; Xinyan Xiao; Jiancheng Lv 001; Xi Peng 001 (Int. J. Comput. Vis., 2024)

Robust Multi-View Clustering With Noisy Correspondence. - Yuan Sun 016; Yang Qin; Yongxiang Li; Dezhong Peng; Xi Peng 001; Peng Hu 002 (IEEE Trans. Knowl. Data Eng., 2024)

Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval. - Yuan Li; Liangli Zhen; Yuan Sun 016; Dezhong Peng; Xi Peng 001; Peng Hu 002 (AAAI, 2025)

Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval. - Siyuan Duan; Yuan Sun 016; Dezhong Peng; Zheng Liu; Xiaomin Song; Peng Hu 002 (CVPR, 2025)

Learning with Noisy Triplet Correspondence for Composed Image Retrieval. - Shuxian Li; Changhao He; Xiting Liu; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (CVPR, 2025)

Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification. - Yang Qin; Chao Chen 026; Zhihang Fu; Dezhong Peng; Xi Peng 001; Peng Hu 002 (CVPR, 2025)

ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence. - Yuan Sun 016; Yongxiang Li; Zhenwen Ren; Guiduo Duan; Dezhong Peng; Peng Hu 002 (CVPR, 2025)

Test-time Adaptation for Cross-modal Retrieval with Query Shift. - Haobin Li; Peng Hu 002; Qianjun Zhang; Xi Peng 001; XitingLiu; Mouxing Yang (ICLR, 2025)

ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL. - Yang Qin; Chao Chen 026; Zhihang Fu; Ze Chen 001; Dezhong Peng; Peng Hu 002; Jieping Ye (ICLR, 2025)

Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification. - Yongxiang Li; Yuan Sun 016; Yang Qin; Dezhong Peng; Xi Peng 001; Peng Hu 002 (IEEE Trans. Inf. Forensics Secur., 2025)

Trustworthy Visual-Textual Retrieval. - Yang Qin; Lifu Huang; Dezhong Peng; Bohan Jiang; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (IEEE Trans. Image Process., 2025)

Noise-Robust Vision-Language Pre-Training With Positive-Negative Learning. - Zhenyu Huang 005; Mouxing Yang; Xinyan Xiao; Peng Hu 002; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DFNO: Detecting Fuzzy Neighborhood Outliers. - Zhong Yuan; Peng Hu 002; Hongmei Chen 001; Yingke Chen; Qilin Li (IEEE Trans. Knowl. Data Eng., 2025)

LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification. - Yiding Lu; Mouxing Yang; Dezhong Peng; Peng Hu 002; Yijie Lin 001; Xi Peng 001 (CoRR, 2025)

Relationship Quantification of Image Degradations. - Boyun Li; Yuanbiao Gou; Wenxin Wang; Peng Hu 002; Wangmeng Zuo; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)