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xuyang-liu16/README.md

🌈 I am a third-year Master's student at Sichuan University. I am also working as a research intern at OPPO Research Institute, supervised by Prof. Lei Zhang (PolyU HK, IEEE Fellow). Previously, I have interned at Ant Security Lab focusing on GUI Agent, and Taobao & Tmall Group working on Efficient MLLM. I've also spent half a year visiting MiLAB at Westlake University, supervised by Prof. Donglin Wang. I am fortunate to work closely with Dr. Siteng Huang from DAMO Academy and Prof. Linfeng Zhang from SJTU.

πŸ“Œ My research interests span Efficient Vision-Language Models, including:

πŸ“’ Recently, I am mainly focusing on Data-centric Model Compression. Feel free to reach out to me via Email [email protected], if you are interested in collaborating with me.

Github stats

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  1. Awesome-Generation-Acceleration Awesome-Generation-Acceleration Public

    πŸ“š Collection of awesome generation acceleration resources.

    361 11

  2. Awesome-Token-level-Model-Compression Awesome-Token-level-Model-Compression Public

    πŸ“š Collection of token-level model compression resources.

    176 7

  3. GlobalCom2 GlobalCom2 Public

    πŸš€ Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models

    Python 33 1

  4. VidCom2 VidCom2 Public

    πŸš€ Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models

    Python 37 1

  5. Shenyi-Z/ToCa Shenyi-Z/ToCa Public

    [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching

    Python 192 8

  6. MixKV MixKV Public

    πŸš€ Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models

    Python 14 1