About Me


šŸ‘‹ I am Wei Chen, a Ph.D. candidate at HKUST-GZ, also affiliated with HKUST and NUS. I'm advised by Professor Yuxuan Liang, Professor Xiaofang Zhou and Professor Roger Zimmermann.

šŸ”­ Research Topic:
  • Current interest mainly focuses on the LLM / Agent. Specifically, I focus on three fundamental goals: Infinitely Long Context, Personalized Memory, Continual Learning & Self-Evolving.

  • During my PhD studies, I developed principled, full-lifecycle machine learning algorithms (dataset & benchmark, data-curation, pre-training, continual learning, test-time learning, online learning) for physical world modeling (a general version of sequence modeling) as first author. Now, Iā€™m studying language sequence modeling.

šŸŒ± Industrial Experience:
  • Ant Group Tencent, HY, 2026.04-present
    • Research Topic: Agent / LLM.
  • Ant Group Ant Group, Machine Intelligence Group, 2025.07-2025.11
    • Research Topic: Reasoning / Data of LLM, especially in financial field.
  • Huawei Huawei, 2012 Lab, 2024.10-2025.06
    • Research Topic: Continual Learning / Online Learning / Foundation Model in science domain.
  • Microsoft Research Asia Microsoft Research Asia, 2022.10-2024.06
    • Research Topic: Test-Time Learning / Causal Structure Learning / LLM-powerd Excel Copilot.
  • iFLYTEK iFLYTEK Research Institute, 2022.05-2022.09
    • Research Topic: Pre-Train Language Model & Machine Translation Models

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