I’m a two-year Ph.D. student at PRMI Group, National University of Defense Technology (NUDT) in China, supervised by Prof.Xinwang Liu and Prof. En Zhu. I received my bachelor degree at Yunnan University in 2018 and master degree at NUDT in 2020. My current research interests include machine learning and data mining, especially in multi-view learning, deep clustering, contrastive learning and graph neural networks. If you have any questions, you can contact me by zhangpei@nudt.edu.cn.

News

[2025.02] I am invited to server as a reviewer of ACMMM 2025 and ICML 2025.
[2024.12] One paper is accepted in AAAI 2025.
[2023.02] I am invited to server as a reviewer of IEEE TCSVT.
[2022.12] I am invited to server as a reviewer of IEEE TIP.
[2022.11] Two papers have been accepted by AAAI 2023.
[2022.11] I am invited to server as a reviewer of IEEE TKDE.
[2022.10] I am invited to server as a PC of AAAI 2023.
[2022.09] I am invited to server as a reviewer of IEEE TNNLS.
[2022.06] One paper has been accepted by AAAI 2022.
[2023.09] I am invited to server as a reviewer of Neurocomputing.
[2021.10] One paper has been accepted by IEEE Transactions on Image Processing.
[2021.11] One paper has been accepted by International Journal of Intelligent Systems.
[2020.12] One paper has been accepted by IEEE Transactions on Multimedia.
[2020.12] One paper has been accepted by IEEE Transactions on Knowledge and Data Engineering.
[2020.10] One paper has been accepted by Sensors.
[2020.10] One paper has been accepted by Journal of Frontiers of Computer Science and Technology.

Publications

Journals

  • [TKDE] Pei Zhang, Xinwang Liu, Jian Xiong, Sihang Zhou, et al. Consensus One-step Multi-view Subspace Clustering. IEEE Transactions on Knowledge and Data Engineering (TKDE) 2022. [paper] [code]
  • [TIP] Wang Siwei, Liu Xinwang, Zhu Xinzhong, Pei Zhang, et al. Fast parameter-free multi-view subspace clustering with consensus anchor guidance. IEEE Transactions on Image Processing 2021.
  • Cheng Zhen, Wang Siwei, Pei Zhang, Wang Siqi, et al. Improved autoencoder for unsupervised anomaly detection. International Journal of Intelligent Systems 2021.
  • [TMM] Sun Mengjing, Wang Siwei, Pei Zhang, Liu Xinwang, et al. Projective Multiple Kernel Subspace Clustering. IEEE Transactions on Multimedia (TMM), 2021. [paper] [code]
  • Pei Zhang, Siwei Wang, Jingtao Hu, Zhen Cheng, et al. Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering. Sensors 2020. [paper] [Code]

Conferences:

  • [AAAI 23] Pei Zhang, Siwei Wang, Liang Li, Changwang Zhang, et al. Let the data choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-view Clustering. AAAI 2023.
  • [AAAI 23] Jingcan Duan, Siwei Wang, Pei Zhang, En Zhu, et al. Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View. AAAI 2023.
  • [AAAI 22] Liu Suyuan, Wang Siwei, Pei Zhang, Liu Xinwang, et al. Efficient one-pass multi-view subspace clustering with consensus anchors. AAAI 2022.
  • [ACM MM 21] Sun Mengjing, Pei Zhang, Wang Siwei, Zhou Sihang, et al. Scalable multi-view subspace clustering with unified anchors. ACM Multimedia 2021. (Co-first author)

Service

  • Reviewer of TKDE, TNNLS, TIP, TCSVT, Neurocomputing, etc.
  • Program Committee member of AAAI23.

Open Source

Friendship Links

Siwei Wang, Jiyuan Liu, Wenxuan Tu, Weixuan Liang, Xihong Yang, Yue Liu, Jingcan Duan Liang Li