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

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)

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)

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)

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)

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)

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)

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

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)