Junhan Zhu

Hi! My name is Junhan Zhu (诸俊涵). I am a 3rd year undergraduate student at Westlake University, majoring in Electrical and Information Engineering.

My research interests include Computer Vision, Generative AI, and Efficient AI, especially in the area of model compression and acceleration.

I will share my research and personal thoughts on my blog, "Lonely Zone". Check it out here for my latest updates and thoughts! [Lonely Zone]

I am deeply grateful for the guidance and support I have received from my mentors, senior students, and friends.

I am always open to collaborations and discussions. Please feel free to contact me at zhujunhan@westlake.edu.cn.

I am actively seeking 27 Fall PhD opportunities!

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Recent News

Education and Experience

Visiting Student
ENCODE Lab

Mar. 2025 - Present

Conducting research on efficient AI and computer vision. My work focuses on model compression, particularly developing one-shot pruning frameworks for diffusion models (OBS-Diff).

Supervisor: Prof. Huan Wang

Undergraduate Student
Westlake University

Jul. 2023 - Present (Expected Graduation: 2027)

Majoring in Electrical and Information Engineering. Admitted by skipping the final year of high school.

GPA: 4.04/4.3 (Rank 1)

Research Interests: Computer Vision, Generative AI, Efficient AI

Honors and Awards 🏆

Research

I've just started my research journey.

My research interests are in the intersection of Efficient AI and Computer Vision, especially in the area of model compression and acceleration.

Propose the first training-free, one-shot pruning framework for diffusion models, demonstrating broad applicability across diverse architectures and pruning granularities.

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