Peng Zhou

Full Professor, Anhui University

Joined

September 2019

Names

Peng Zhou

Emails

****@ahu.edu.cn (Confirmed)

****@hotmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Anhui University (ahu.edu.cn)

2025 – Present

Associate Professor

Anhui University (ahu.edu.cn)

2021 – 2024

Assistant Professor

Anhui University (ahu.edu.cn)

2017 – 2020

PhD student

Chinese Academy of Sciences, Chinese Academy of Sciences (ios.ac.cn)

2011 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Yi-Dong Shen

2011 – 2017

Expertise

Multi-view learning

Present

clustering ensemble

Present

feature selection

Present

multiple kernel learning

Present

Publications

Multi-view Clustering via Multi-granularity Ensemble
Jie Yang, Wei Chen, Feng Liu, Peng Zhou, Zhongli Wang, Xinyan Liang, Bingbing Jiang
- OpenReview Archive Direct Upload
- Readers: Everyone
Dual-Stage Gradient Projection Based Continual Learning: Enhancing Plasticity and Preserving Stability
Haotong Wen, Yi Xu, Haoyu Luo, Xiao Liu, Peng Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Fair Kernel K-Means: from Single Kernel to Multiple Kernel
Peng Zhou, Rongwen Li, Liang Du
- NeurIPS 2024 poster
- Readers: Everyone
Fast and Scalable Incomplete Multi-View Clustering with Duality Optimal Graph Filtering
Liang Du, Yukai Shi, Yan Chen, Peng Zhou, Yuhua Qian
- MM2024 Poster
- Readers: Everyone
Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion
Chenglong Zhang, Xinyan Liang, Peng Zhou, Zhaolong Ling, Yingwei Zhang, Xingyu Wu, Weiguo Sheng, Bingbing Jiang
- MM2024 Poster
- Readers: Everyone
One-Stage Fair Multi-View Spectral Clustering
Rongwen Li, Haiyang Hu, Liang Du, Jiarong Chen, Bingbing Jiang, Peng Zhou
- MM2024 Poster
- Readers: Everyone
Self-Paced Clustering Ensemble
Peng Zhou, Liang Du, Xinwang Liu, Yi-Dong Shen, Mingyu Fan, Xuejun Li
- 2021 (modified: 07 Nov 2025)
- IEEE Trans. Neural Networks Learn. Syst. 2021
- Readers: Everyone
Unsupervised feature selection for balanced clustering
Peng Zhou, Jiangyong Chen, Mingyu Fan, Liang Du, Yi-Dong Shen, Xuejun Li
- 2020 (modified: 14 Dec 2021)
- Knowl. Based Syst. 2020
- Readers: Everyone
Unsupervised Dual Learning for Feature and Instance Selection
Liang Du, Xin Ren, Peng Zhou, Zhiguo Hu
- 2020 (modified: 06 Feb 2025)
- IEEE Access 2020
- Readers: Everyone
Unsupervised feature selection with adaptive multiple graph learning
Peng Zhou, Liang Du, Xuejun Li, Yi-Dong Shen, Yuhua Qian
- 2020 (modified: 14 Dec 2021)
- Pattern Recognit. 2020
- Readers: Everyone

View all 23 publications

Co-Authors

View all 41 co-authors