Zhengkang GUAN

Zhengkang GUAN

Zhejiang University

College of Computer Science and Technology



Hi!

I am Zhengkang Guan, a Ph.D. student (Fall 2025 – Present) at the College of Computer Science and Technology, Zhejiang University, supervised by Assoc. Prof. Kun Kuang and Prof. Fei Wu. Previously, I received my Bachelor’s degree from the Department of Statistics and Data Science at Xiamen University.

My primary research interests lie in Causality and Machine Learning, with a particular focus on graph models and causal discovery.


Publications

StablePFN: Stable Prediction with Causal-Aware Tabular Foundation Model

Zhengkang Guan, Yikang Chen, Haoyuan Qian, Kairong Han, Peng Cui, Fei Wu, Kun Kuang

  • The 32nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2026
  • [PDF] [Code]

Efficient Ensemble Conditional Independence Test Framework for Causal Discovery

Zhengkang Guan, Kun Kuang

  • The 14th International Conference on Learning Representations (ICLR), 2026
  • [PDF] [Code]


Education

  • 09.2025 - Present, Ph.D. in Computer Science and Technology. Zhejiang University.
    • College of Computer Science and Technology.
    • Advisors: Assoc. Prof. Kun Kuang & Prof. Fei Wu
  • 09.2021 - 06.2025, B.S. in Data Science and Big Data. Xiamen University.
    • School of Economics, Department of Statistics and Data Science.
    • Advisors: Prof. Jingyuan Liu