Zisen Kong

Zisen Kong | 孔子森

Ph.D. Student

Institute of Information Science, Beijing Jiaotong University

Research Interests

  • Multi-view Clustering and its application on large-scale datasets
  • Tensor Decomposition
  • Incremental Learning / Causal Inference

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👋 Hi! I received my B.S. degree from Tianjin University of Commerce in 2021. Currently, I am pursuing my Ph.D. at Beijing Jiaotong University, advised by Prof. Dongxia Chang. My research interests primarily lie in multi-view clustering, specifically focusing on tensorized consensus learning and anchor-based methods.

Actively seeking collaborators! If you are interested in my work, please feel free to contact me via email: zskong@bjtu.edu.cn.

🌍 Open Source & Community

Multi-view Benchmark Datasets Public Dataset

To facilitate research and promote cooperation within the community, we have established and made publicly available a comprehensive benchmark dataset collection covering multi-view learning. This resource library provides details and original sources of multi-view datasets, with sample sizes ranging from 124 to 152,549.

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🚀 Research Thrust

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🔥 News

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📄 Publications

(* means equal contribution / # means corresponding author)

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Journal Articles

Example Title: Tensorized Consensus Learning for Multi-view Clustering

Zisen Kong, Dongxia Chang#, et al.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2026
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Conference Papers

Example Title: Anchor-based Large-scale Clustering

Zisen Kong, Dongxia Chang#, et al.

CVPR 2025
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Preprints

🏆 Honors & Awards

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💼 Academic Service

Conference Reviewer PC Member

NeurIPS : 2024-2025 CCF-A
CVPR: 2024–2026 CCF-A
AAAI: 2024–2026 CCF-A
ACM MM: 2025, 2026 CCF-A
ECCV: 2026 CCF-A
ICMR: 2026 CCF-B

* Served as a Program Committee (PC) or invited reviewer for the above venues.

Journal Reviewer Reviewer

Regular Reviewer for prestigious journals:

  • IEEE Transactions on Image Processing (TIP)
    CCF-A JCR-Q1
    3 times
  • IEEE Transactions on Knowledge and Data Engineering (TKDE)
    CCF-A JCR-Q1
    1 time
  • IEEE Transactions on Multimedia (TMM)
    CCF-A JCR-Q1
    2 times
  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
    CCF-B JCR-Q1
    2 times
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
    CCF-B JCR-Q1
    2 times
  • Pattern Recognition (PR)
    CCF-B JCR-Q1
    6 times
  • Applied Soft Computing (ASOC)
    CCF-N JCR-Q1
    3 times
  • Engineering Applications of Artificial Intelligence(EAAI)
    CCF-C JCR-Q1
    7 times
  • Knowledge-Based Systems(KBS)
    CCF-C JCR-Q1
    7 times
  • Neurocomputing
    CCF-C JCR-Q2
    5 times
  • Scientific Reports
    CCF-N JCR-Q1
    2 times

🎓 Education

Ph.D. in Information and Communication Engineering

Beijing Jiaotong University

2021 - Present

Research: Multi-view Learning, Tensor Decomposition

B.S. in Mathematics

Tianjin University of Commerce

2017 - 2021

Outstanding graduate. Focuses on the fundamental algorithms and optimization theory.

📬 Contact

Contact Information

  • zskong@bjtu.edu.cn & kongzisen@gmail.com
  • No.3, Shangyuan Village, Haidian District, Beijing Jiaotong University, Beijing, China