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@westlake-encode-lab

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Alrightlone/README.md

Hi 👋, I'm Junhan Zhu

🧬 About Me

  • 🎓 I'm a junior 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!
  • 🌐 Visit my Personal Website for academic info, or check out Lonely Zone for my latest updates.

📝 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: [email protected]
  • LinkedIn: Junhan Zhu -- Welcome to connect with me!
  • X: @Alright_lone -- Welcome to follow me!
  • My AI Notes & Research Logs: Check out Lonely Zone for my latest updates! 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 42 1

  4. Lonely-Zone Lonely-Zone Public

    Lonely Zone, Junhan Zhu's personal blog website

    CSS 1

  5. Frequency-Domain-Filtering Frequency-Domain-Filtering Public

    Digital Image Processing: Frequency Domain Filtering & Restoration

    MATLAB 1

  6. Twitter-Sentiment-Analysis Twitter-Sentiment-Analysis Public

    Machine Learning Project, From Statistical Pooling to Large-Scale Transformers, A Comprehensive Study on Twitter Sentiment Analysis

    Python 2