Yunfan Li

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Unsupervised Learning

Mutual Information

Criterion Function

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Image Process.

Publications

Xinran Ma, Mouxing Yang, Yunfan Li, Peng Hu, Jiancheng Lv, Xi Peng
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining. IEEE Trans. Image Process. 33 (2024)
Yiding Lu, Haobin Li, Yunfan Li, Yijie Lin, Xi Peng
A Survey on Deep Clustering: From the Prior Perspective. CoRR (2024)
Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng
Test-time Adaptation against Multi-modal Reliability Bias. ICLR (2024)
Yuxin Tian, Mouxing Yang, Yunfan Li, Dayiheng Liu, Xingzhang Ren, Xi Peng, Jiancheng Lv
An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model. CoRR (2024)
Yunfan Li, Yijie Lin, Peng Hu, Dezhong Peng, Han Luo, Xi Peng
Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric. CVPR (2023)
Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
Incomplete Multi-view Clustering via Prototype-based Imputation. CoRR (2023)
Mouxing Yang, Yunfan Li, Peng Hu, Jinfeng Bai, Jiancheng Lv, Xi Peng
Robust Multi-View Clustering With Incomplete Information. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
Incomplete Multi-view Clustering via Prototype-based Imputation. IJCAI (2023)
Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng
Image Clustering with External Guidance. CoRR (2023)
Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
Twin Contrastive Learning for Online Clustering. Int. J. Comput. Vis. 130 (9) (2022)
Xi Peng, Yunfan Li, Ivor W. Tsang, Hongyuan Zhu, Jiancheng Lv, Joey Tianyi Zhou
XAI Beyond Classification: Interpretable Neural Clustering. J. Mach. Learn. Res. 23 (2022)
Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
Twin Contrastive Learning for Online Clustering. CoRR (2022)
Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
Deep Fair Clustering via Maximizing and Minimizing Mutual Information. CoRR (2022)
Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
Contrastive Clustering. AAAI (2021)
Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng
Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss. CVPR (2021)
Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
Contrastive Clustering. CoRR (2020)