Who am I ?

I'm currently pursuing a PhD Degree in Computer Science at UCSB. My research interest is to build verified embodied intellience. In my spare time, I like to build some interesting agent projects or make knowledge videos.

Education

PhD @ UCSB 09/2026 -

MSCS @ UCSB 09/2023 - 06/2026

BECS @ UESTC 08/2019 - 06/2023

Engineering Works

  • Vscode plugin to auto config your python env by llms: https://marketplace.visualstudio.com/items?itemName=WanjingHuang.auto-config-env
  • Google Scholar Bib Helper(one click bib fetcher and batch retrieval): https://chromewebstore.google.com/detail/google-scholar-bib-helper/ipnfjcndgnngepbnibkejpdndilhpfam
  • Perception-Graph-Language-Physics-Action(PGLPA): this is a series of researches for embodied agents. Example project page: https://github.com/hwj20/APEX_EXPT
  • Local Interface for ChatBot and Structured Memory Graph: https://github.com/hwj20/engine_external

    Papers

  • Huang, W., Pan, T., & Ye, Y. (2025). Graphormer-guided task planning: Beyond static rules with llm safety perception. arXiv preprint arXiv:2503.06866.
  • Huang, W., Yan, W., Zhang, Z., & Singh, A. (2025). APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight. arXiv preprint arXiv:2505.13921.
  • Ye, Y., He, Y., Huang, W., Dong, Q., Wang, C., & Wang, G. (2023, June). Cross-Subject Mental Fatigue Detection based on Separable Spatio-Temporal Feature Aggregation. In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1-2). IEEE.

    Thougts

  • Channel: https://space.bilibili.com/3537104453765484

    Misc

  • I once hit the top 100 in the solo ranking in Naraka: Bladepoint. But now I have quited the game to do research.
  • I had three dreams: inventing AGI, uploading our mind into machines and finding aliens.
    (If one day someone made it, I will open a bottle of champagne for you.)
  • I have the ab crack. And the main reason for that is I cannot accept the Chinese restaurants in US.