Constructing L2-Graph For Subspace Learning and Segmentation - Xi Peng 001; Lei Zhang 005; Zhang Yi 001 (CoRR, 2012)

Learning Locality-Constrained Collaborative Representation for Face Recognition - Xi Peng 001; Lei Zhang 005; Zhang Yi 001; Kok Kiong Tan (CoRR, 2012)

Scalable Sparse Subspace Clustering. - Xi Peng 001; Lei Zhang 005; Zhang Yi 001 (CVPR, 2013)

An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets. - Xi Peng 001; Lei Zhang 005; Zhang Yi 001 (CoRR, 2013)

Inductive Sparse Subspace Clustering - Xi Peng 001; Lei Zhang 005; Zhang Yi 001 (CoRR, 2013)

Locally linear representation for subspace learning and clustering - Liangli Zhen; Zhang Yi 001; Xi Peng 001; Dezhong Peng (CoRR, 2013)

Free-gram phrase identification for modeling Chinese text. - Xi Peng 001; Zhang Yi 001; Xiao-Yong Wei; Dezhong Peng; Yongsheng Sang (Inf. Process. Lett., 2013)

Local Neighborhood Embedding for Unsupervised Nonlinear Dimension Reduction. - Liangli Zhen; Xi Peng 001; Dezhong Peng (J. Softw., 2013)

Principal Coefficients Embedding: Theory and Algorithm. - Xi Peng 001; Zhang Yi 001; Huajin Tang (CoRR, 2014)

Learning locality-constrained collaborative representation for robust face recognition. - Xi Peng 001; Lei Zhang 005; Zhang Yi 001; Kok Kiong Tan (Pattern Recognit., 2014)

Robust Subspace Clustering via Thresholding Ridge Regression. - Xi Peng 001; Zhang Yi 001; Huajin Tang (AAAI, 2015)

Applying low rank representation based spatial pyramid matching in welding image classification. - Aditya Narayanamoorthy; Xi Peng 001; Huajin Tang (RAM/CIS, 2015)

Connections Between Nuclear Norm and Frobenius Norm Based Representation. - Xi Peng 001; Canyi Lu; Zhang Yi 001; Huajin Tang (CoRR, 2015)

Fast low rank representation based spatial pyramid matching for image classification. - Xi Peng 001; Rui Yan 005; Bo Zhao 018; Huajin Tang; Zhang Yi 001 (Knowl. Based Syst., 2015)

Deep Subspace Clustering with Sparsity Prior. - Xi Peng 001; Shijie Xiao; Jiashi Feng; Wei-Yun Yau; Zhang Yi 001 (IJCAI, 2016)

Semi-supervised subspace learning with L2graph. - Xi Peng 001; Miaolong Yuan; Zhiding Yu; Wei-Yun Yau; Lei Zhang 005 (Neurocomputing, 2016)

A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. - Xi Peng 001; Huajin Tang; Lei Zhang 005; Zhang Yi 001; Shijie Xiao (IEEE Trans. Neural Networks Learn. Syst., 2016)

Cascade Subspace Clustering. - Xi Peng 001; Jiashi Feng; Jiwen Lu; Wei-Yun Yau; Zhang Yi 001 (AAAI, 2017)

Deep Sparse Subspace Clustering. - Xi Peng 001; Jiashi Feng; Shijie Xiao; Jiwen Lu; Zhang Yi 001; Shuicheng Yan (CoRR, 2017)

Regularization techniques for high-dimensional data analysis. - Jiwen Lu; Xi Peng 001; Weihong Deng; Ajmal S. Mian (Image Vis. Comput., 2017)

Automatic Subspace Learning via Principal Coefficients Embedding. - Xi Peng 001; Jiwen Lu; Zhang Yi 001; Rui Yan 005 (IEEE Trans. Cybern., 2017)

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering. - Xi Peng 001; Zhiding Yu; Zhang Yi 001; Huajin Tang (IEEE Trans. Cybern., 2017)

Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors. - Xi Peng 001; Bo Zhao 018; Rui Yan 005; Huajin Tang; Zhang Yi 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

SC2Net: Sparse LSTMs for Sparse Coding. - Joey Tianyi Zhou; Kai Di; Jiawei Du; Xi Peng 001; Hao Yang 033; Sinno Jialin Pan; Ivor W. Tsang; Yong Liu 026; Zheng Qin 004; Rick Siow Mong Goh (AAAI, 2018)

DehazeGAN: When Image Dehazing Meets Differential Programming. - Hongyuan Zhu; Xi Peng 001; Vijay Chandrasekhar 001; Liyuan Li; Joo-Hwee Lim (IJCAI, 2018)

k-meansNet: When k-means Meets Differentiable Programming. - Xi Peng 001; Joey Tianyi Zhou; Hongyuan Zhu (CoRR, 2018)

Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning. - Xinxing Xu; Shijie Xiao; Zhang Yi 001; Xi Peng 001; Yong Liu 026 (IEEE Trans. Cogn. Dev. Syst., 2018)

Structured AutoEncoders for Subspace Clustering. - Xi Peng 001; Jiashi Feng; Shijie Xiao; Wei-Yun Yau; Joey Tianyi Zhou; Songfan Yang (IEEE Trans. Image Process., 2018)

Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. - Xi Peng 001; Canyi Lu; Zhang Yi 001; Huajin Tang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Transfer Hashing: From Shallow to Deep. - Joey Tianyi Zhou; Heng Zhao 004; Xi Peng 001; Meng Fang; Zheng Qin 004; Rick Siow Mong Goh (IEEE Trans. Neural Networks Learn. Syst., 2018)

Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective. - Hongyuan Zhu; Xi Peng 001; Joey Tianyi Zhou; Songfan Yang; Vijay Chanderasekh; Liyuan Li; Joo-Hwee Lim (AAAI, 2019)

Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms. - Canyi Lu; Xi Peng 001; Yunchao Wei (CVPR, 2019)

Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering. - Ruihuang Li; Changqing Zhang; Huazhu Fu; Xi Peng 001; Joey Tianyi Zhou; Qinghua Hu (ICCV, 2019)

COMIC: Multi-view Clustering Without Parameter Selection. - Xi Peng 001; Zhenyu Huang 005; Jiancheng Lv 001; Hongyuan Zhu; Joey Tianyi Zhou (ICML, 2019)

Multi-view Spectral Clustering Network. - Zhenyu Huang 005; Joey Tianyi Zhou; Xi Peng 001; Changqing Zhang; Hongyuan Zhu; Jiancheng Lv 001 (IJCAI, 2019)

DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction. - Yanjie Gou; Yinjie Lei; Lingqiao Liu; Pingping Zhang; Jingyi Zhang; Xi Peng 001 (CoRR, 2019)

Multiple Marginal Fisher Analysis. - Zhenyu Huang 005; Hongyuan Zhu; Joey Tianyi Zhou; Xi Peng 001 (IEEE Trans. Ind. Electron., 2019)

AnomalyNet: An Anomaly Detection Network for Video Surveillance. - Joey Tianyi Zhou; Jiawei Du; Hongyuan Zhu; Xi Peng 001; Yong Liu 026; Rick Siow Mong Goh (IEEE Trans. Inf. Forensics Secur., 2019)

Learning With Annotation of Various Degrees. - Joey Tianyi Zhou; Meng Fang; Hao Zhang 048; Chen Gong 002; Xi Peng 001; Zhiguo Cao 001; Rick Siow Mong Goh (IEEE Trans. Neural Networks Learn. Syst., 2019)

Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference. - Wangmeng Zuo; Xi Peng 001; Ling Shao 001; Danil V. Prokhorov; Horst Bischof (IEEE Trans. Neural Networks Learn. Syst., 2019)

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

CLEARER: Multi-Scale Neural Architecture Search for Image Restoration. - Yuanbiao Gou; Boyun Li; Zitao Liu 001; Songfan Yang; Xi Peng 001 (NeurIPS, 2020)

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

Heterogeneous Representation Learning: A Review. - Joey Tianyi Zhou; Xi Peng 001; Yew-Soon Ong (CoRR, 2020)

A Dynamic Parameter Enhanced Network for distant supervised relation extraction. - Yanjie Gou; Yinjie Lei; Lingqiao Liu; Pingping Zhang; Xi Peng 001 (Knowl. Based Syst., 2020)

Partition level multiview subspace clustering. - Zhao Kang 001; Xinjia Zhao; Chong Peng 001; Hongyuan Zhu; Joey Tianyi Zhou; Xi Peng 001; Wenyu Chen 001; Zenglin Xu (Neural Networks, 2020)

Multimodal image-to-image translation between domains with high internal variability. - Jian Wang 124; Jiancheng Lv 001; Xue Yang; Chenwei Tang; Xi Peng 001 (Soft Comput., 2020)

Attention-Driven Loss for Anomaly Detection in Video Surveillance. - Joey Tianyi Zhou; Le Zhang 001; Zhiwen Fang; Jiawei Du; Xi Peng 001; Yang Xiao 007 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Dual Shared-Specific Multiview Subspace Clustering. - Tao Zhou 002; Changqing Zhang; Xi Peng 001; Harish Bhaskar; Jie Yang 002 (IEEE Trans. Cybern., 2020)

Zero-Shot Image Dehazing. - Boyun Li; Yuanbiao Gou; Jerry Zitao Liu; Hongyuan Zhu; Joey Tianyi Zhou; Xi Peng 001 (IEEE Trans. Image Process., 2020)

Deep Subspace Clustering. - Xi Peng 001; Jiashi Feng; Joey Tianyi Zhou; Yingjie Lei; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Deep Clustering With Sample-Assignment Invariance Prior. - Xi Peng 001; Hongyuan Zhu; Jiashi Feng; Chunhua Shen; Haixian Zhang; Joey Tianyi Zhou (IEEE Trans. Neural Networks Learn. Syst., 2020)

RoSeq: Robust Sequence Labeling. - Joey Tianyi Zhou; Hao Zhang 048; Di Jin; Xi Peng 001; Yang Xiao 007; Zhiguo Cao 001 (IEEE Trans. Neural Networks Learn. Syst., 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)

COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction. - Yijie Lin 001; Yuanbiao Gou; Zitao Liu 001; Boyun Li; Jiancheng Lv 001; Xi Peng 001 (CVPR, 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)

Cross-View Equivariant Auto-Encoder. - Zhibin Wan; Changqing Zhang; Yu Geng; Huazhu Fu; Xi Peng 001; Pengfei Zhu 001; Qinghua Hu (ICME, 2021)

Learning with Noisy Correspondence for Cross-modal Matching. - Zhenyu Huang 005; Guocheng Niu; Xiao Liu 040; Wenbiao Ding; Xinyan Xiao; Hua Wu 003; Xi Peng 001 (NeurIPS, 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)

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. - Boyun Li; Yuanbiao Gou; Shuhang Gu; Zitao Liu 001; Joey Tianyi Zhou; Xi Peng 001 (Int. J. Comput. Vis., 2021)

Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks. - Weixin Luo; Wen Liu 003; Dongze Lian; Jinhui Tang 001; Lixin Duan; Xi Peng 001; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Dual Adversarial Transfer for Sequence Labeling. - Joey Tianyi Zhou; Hao Zhang 048; Di Jin; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Structured graph learning for clustering and semi-supervised classification. - Zhao Kang 001; Chong Peng 001; Qiang Cheng 001; Xinwang Liu 002; Xi Peng 001; Zenglin Xu; Ling Tian (Pattern Recognit., 2021)

Hierarchical Regulated Iterative Network for Joint Task of Music Detection and Music Relative Loudness Estimation. - Bijue Jia; Jiancheng Lv 001; Xi Peng 001; Yao Chen; Shenglan Yang (IEEE ACM Trans. Audio Speech Lang. Process., 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)

Single-Image Dehazing via Compositional Adversarial Network. - Hongyuan Zhu; Yi Cheng; Xi Peng 001; Joey Tianyi Zhou; Zhao Kang 001; Shijian Lu; Zhiwen Fang; Liyuan Li; Joo-Hwee Lim (IEEE Trans. Cybern., 2021)

Deep Spectral Representation Learning From Multi-View Data. - Zhenyu Huang 005; Joey Tianyi Zhou; Hongyuan Zhu; Changqing Zhang; Jiancheng Lv 001; Xi Peng 001 (IEEE Trans. Image Process., 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)

Improve Interpretability of Neural Networks via Sparse Contrastive Coding. - Junhong Liu; Yijie Lin 001; Liang Jiang; Jia Liu; Zujie Wen; Xi Peng 001 (EMNLP (Findings), 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)

Twin Contrastive Learning for Online Clustering. - Yunfan Li 003; Mouxing Yang; Dezhong Peng; Taihao Li; Jiantao Huang; Xi Peng 001 (Int. J. Comput. Vis., 2022)

XAI Beyond Classification: Interpretable Neural Clustering. - Xi Peng 001; Yunfan Li 003; Ivor W. Tsang; Hongyuan Zhu; Jiancheng Lv 001; Joey Tianyi Zhou (J. Mach. Learn. Res., 2022)

Locality-Aware Crowd Counting. - Joey Tianyi Zhou; Le Zhang 001; Jiawei Du; Xi Peng 001; Zhiwen Fang; Zhe Xiao; Hongyuan Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things. - Ming Yan 007; Cen Chen 002; Jiawei Du; Xi Peng 001; Joey Tianyi Zhou; Zeng Zeng (IEEE Trans. Ind. Informatics, 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)

Robust Domain Adaptation for Machine Reading Comprehension. - Liang Jiang; Zhenyu Huang 005; Jia Liu; Zujie Wen; Xi Peng 001 (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)

Comprehensive and Delicate: An Efficient Transformer for Image Restoration. - Haiyu Zhao; Yuanbiao Gou; Boyun Li; 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)

Deep Multiview Clustering by Contrasting Cluster Assignments. - Jie Chen 065; Hua Mao; Wai Lok Woo; Xi Peng 001 (ICCV, 2023)

dugMatting: Decomposed-Uncertainty-Guided Matting. - Jiawei Wu 001; Changqing Zhang; Zuoyong Li; Huazhu Fu; Xi Peng 001; Joey Tianyi Zhou (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 001 (ICML, 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)

Cross-View Graph Consistency Learning for Invariant Graph Representations. - Jie Chen 065; Zhiming Li; Hua Mao; Wai Lok Woo; Xi Peng 001 (CoRR, 2023)

Exploiting Diffusion Priors for All-in-One Image Restoration. - Yuanbiao Gou; Haiyu Zhao; Boyun Li; Xinyan Xiao; Xi Peng 001 (CoRR, 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)

Multiview Clustering by Consensus Spectral Rotation Fusion. - Jie Chen 065; Hua Mao; Dezhong Peng; Changqing Zhang; Xi Peng 001 (IEEE Trans. Image Process., 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)

Dual Contrastive Prediction for Incomplete Multi-View Representation Learning. - Yijie Lin 001; Yuanbiao Gou; Xiaotian Liu; Jinfeng Bai; Jiancheng Lv 001; 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)

Low-Rank Tensor Learning for Incomplete Multiview Clustering. - Jie Chen 065; Zhu Wang 007; Hua Mao; Xi Peng 001 (IEEE Trans. Knowl. Data Eng., 2023)

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)

Multi-granularity Correspondence Learning from Long-term Noisy Videos. - Yijie Lin 001; Jie Zhang; Zhenyu Huang 005; Jia Liu; Zujie Wen; Xi Peng 001 (ICLR, 2024)

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

An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model. - Yuxin Tian; Mouxing Yang; Yunfan Li 003; Dayiheng Liu; Xingzhang Ren; Xi Peng 001; Jiancheng Lv 001 (ICME, 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)

Test-Time Degradation Adaptation for Open-Set Image Restoration. - Yuanbiao Gou; Haiyu Zhao; Boyun Li; Xinyan Xiao; 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)

Out-Of-Distribution Detection with Diversification (Provably). - Haiyun Yao; Zongbo Han; Huazhu Fu; Xi Peng 001; Qinghua Hu; Changqing Zhang (NeurIPS, 2024)

Multimodal Fusion on Low-quality Data: A Comprehensive Survey. - Qingyang Zhang; Yake Wei; Zongbo Han; Huazhu Fu; Xi Peng 001; Cheng Deng; Qinghua Hu; Cai Xu; Jie Wen; Di Hu 001; Changqing Zhang (CoRR, 2024)

A Survey on Deep Clustering: From the Prior Perspective. - Yiding Lu; Haobin Li; Yunfan Li 003; Yijie Lin 001; Xi Peng 001 (CoRR, 2024)

Hierarchical Sparse Representation Clustering for High-Dimensional Data Streams. - Jie Chen 065; Hua Mao; Yuanbiao Gou; Xi Peng 001 (CoRR, 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)

Self-Supervised Conditional Distribution Learning on Graphs. - Jie Chen 065; Hua Mao; Yuanbiao Gou; Zhu Wang 007; Xi Peng 001 (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)

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)

Spectral Embedding Fusion for Incomplete Multiview Clustering. - Jie Chen 065; Yingke Chen; Zhu Wang 007; Haixian Zhang; Xi Peng 001 (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)

Augmented Sparse Representation for Incomplete Multiview Clustering. - Jie Chen 065; Shengxiang Yang; Xi Peng 001; Dezhong Peng; Zhu Wang 007 (IEEE Trans. Neural Networks Learn. Syst., 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)

Robust Object Re-identification with Coupled Noisy Labels. - Mouxing Yang; Zhenyu Huang 005; Xi Peng 001 (Int. J. Comput. Vis., 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)

UNITE: Multitask Learning With Sufficient Feature for Dense Prediction. - Yuxin Tian; Yijie Lin 001; Qing Ye; Jian Wang 124; Xi Peng 001; Jiancheng Lv 001 (IEEE Trans. Syst. Man Cybern. 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)

Cross-View Graph Consistency Learning for Invariant Graph Representations. - Jie Chen 065; Hua Mao; Wai Lok Woo; Chuanbin Liu 004; Xi Peng 001 (AAAI, 2025)

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)

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)

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)

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)

Object Adaptive Self-Supervised Dense Visual Pre-Training. - Yu Zhang 004; Tao Zhang; Hongyuan Zhu; Zihan Chen; Siya Mi; Xi Peng 001; Xin Geng 001 (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)

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)

mixDA: mixup domain adaptation for glaucoma detection on fundus images. - Ming Yan 007; Yun Lin; Xi Peng 001; Zeng Zeng (Neural Comput. Appl., 2025)

One-Step Adaptive Graph Learning for Incomplete Multiview Subspace Clustering. - Jie Chen 065; Hua Mao; Wai Lok Woo; Chuanbin Liu 003; Zhu Wang 007; Xi Peng 001 (IEEE Trans. Knowl. Data Eng., 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)