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Zishan-Shao/README.md
  • 👋 Hi, I’m @Zishan-Shao (You can call me Bruce, I know it's hard to pronounce this)
  • 👀 I’m broadly interested in Large Language Models (LLMs) and ML Systems: spanning LLM efficiency (model compression, hardware-aware acceleration) and mechanistic analysis (decode-time dynamics).
  • 🌱 I’m currently working on decode-time evaluation methodologies and efficient inference serving.
  • 💞️ I’m looking to collaborate on hardware-efficient LLM serving or mechanistic interpretability.
  • 🏋️ Hobbies: Competitive Powerlifting (100kg+ BP / 160kg+ SQ & DL), Combat Sports (MMA, Boxing, BJJ 🥋), and occasionally exploring Teyvat in Genshin Impact.
  • 📫 How to reach me: bruceshao5418@gmail.com, 15801067888@163.com

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  1. decodeshare decodeshare Public

    🏆[ICML 2026 Spotlight] Official implementation of "DecodeShare: Tracing the Shared Subspace of LLM Decode-Time Decisions"

    Python 4

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    First standardized benchmark for SVD-compressed LLMs up to 70B, with 5TiB+ reproduced open-sourced checkpoints (2,000+ GPU hours).

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  3. FlashSVD FlashSVD Public

    [AAAI 2026] Official implementation of "FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models". If you find this repository helpful, please consider starring 🌟 it to support the p…

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    [ACM MM 2026 Oral]⚡ZEUS accelerates your diffuser. Any modality. Any model. Any scheduler. https://yixiao-wang-stats.github.io/zeus/

    Python

  5. sada-icml sada-icml Public

    Forked from Ting-Justin-Jiang/sada-icml

    [ICML 2025] Official Repo for Stability-guided Adaptive Diffusion Acceleration. 🚀🌙Accelerating off-the-shelf diffusion model with a unified stability criterion.

    Python

  6. ECCD ECCD Public

    Forked from Yixiao-Wang-Stats/ECCD

    Python