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Alrightlone/README.md

Hi 👋, I'm Junhan Zhu

🧬 About Me

  • 🎓 I'm an undergraduate at Westlake University, majoring in Electronic Information Engineering.
  • 🔬 I work at the intersection of Efficient AI, Computer Vision and Model Compression.
  • 🎯 I am actively seeking 27fall PhD opportunities in Computer Vision and AI!

📝 Research Highlights

OBS-Diff

✂️ OBS-Diff: Accurate Pruning for Diffusion Models in One-Shot

Junhan Zhu, Hesong Wang, Mingluo Su, Zefang Wang, Huan Wang*

The first training-free, one-shot pruning framework for Diffusion Models, supporting diverse architectures and pruning granularities. Uses Optimal Brain Surgeon (OBS) to achieve SOTA compression with high generative quality.

SparAlloc

🛠️ SparAlloc: A Simple and Modular Framework for Decoupled Sparsity Allocation in Layerwise Pruning for LLM

Open Source Project

A modular benchmark toolkit for decoupled sparsity allocation in LLM pruning. Enables fair comparison and flexible combination of pruning algorithms.

📈 GitHub Stats

Alrightlone's Trophies

🌍 Connect with Me

  • Email: zhujunhan@westlake.edu.cn
  • LinkedIn: Junhan Zhu -- Welcome to connect with me!
  • X: @Alright_lone -- Welcome to follow me!
  • My AI Notes & Research Logs: Coming soon! I will show my thoughts and research on Efficient AI, such as Model Compression, Efficient Training, etc.
  • Always open to research collaborations and exciting side-projects! Welcome to contact me!

✨ Just for Fun

Hey Chen Yizhen, reply when you get a chance!

Pinned Loading

  1. SparAlloc SparAlloc Public

    SparAlloc: A Simple and Modular Framework for Decoupled Sparsity Allocation in Layerwise Pruning for LLM

    Jupyter Notebook 11 1

  2. awesome-diffusion-pruning awesome-diffusion-pruning Public

    A curated list of awesome resources for diffusion model pruning.

    3

  3. OBS-Diff OBS-Diff Public

    Offical implementation of "OBS-Diff".

    Python 41 1