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HongduanTIAN/README.md

Hi there 👋 I am Hongduan Tian 😉

Currently, I am a Ph.D. student 🧑🏻‍💻 @ Trustworthy Machine Learning and Reasoning (TMLR) in the Department of Computer Science, Hong Kong Baptist University, supervised by Dr. Bo Han and Dr. Feng Liu.

Before that, I obtained my B.E. and M.E. degrees from Nanjing University of Information Science and Technology, and fortunately supervised by Prof. Xiao-Tong Yuan and Prof. Qingshan Liu.

My interests mainly include:

  • Meta-Learning / Few-shot Learning
  • Self-supervised Learning
  • Large Language Model & Agent 🤖️
  • Learning Theory

I am always open for collaborations. If you are interested, please feel free to contact me!

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  1. CoPA CoPA Public

    [NeurIPS'24] Mind the gap between prototypes and images in cross-domain finetuning

    Jupyter Notebook 8 2

  2. MOKD MOKD Public

    [ICML'24] MOKD: Cross-domain finetuning via maximizing optimized kernel dependence

    Python 9 1

  3. IFR IFR Public

    [IJCV 2025] "Cross-domain Few-shot Classification via Invariant-content Feature Reconstruction"

    Python 1

  4. MAD-MM MAD-MM Public

    [ICLR 2026] "Multi-Agent Debate with Memory Masking"

    Python 1 2