Fanjiang Ye (叶繁江)

I am an incoming Ph.D. student major in Computer Science at Rice University advised by Dr. Yuke Wang. Before that, I spent two years as a Ph.D. student working at Indiana University, advised by Dr. Dingwen Tao and Dr. Fengguang Song. I obtained my B.S. degree from the Department of Physics at University of Science and Technology of China (USTC).

Email / CV / Google Scholar / LinkedIn

Research Interests

My research interests mainly focus on efficient system on deep learning, especially like video generation and video understanding.

Publication

Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws
Xiyuan Wei, Ming Lin, Fanjiang Ye, Fengguang Song, Liangliang Cao, My T. Thai, Tianbao Yang
ICML'25 Spotlight Poster (2.58%)
[Paper]

BMQSim: Overcoming Memory Constraints in Quantum Circuit Simulation with a High-Fidelity Compression Framework
Boyuan Zhang, Bo Fang, Fanjiang Ye, Luanzheng Guo, Fengguang Song, Tallent Nathan, Dingwen Tao
ICS'25 Best Paper Nomination
[Paper]

High-performance Visual Semantics Compression for AI-Driven Science
Boyuan Zhang, Luanzheng Guo, Jiannan Tian, Jinyang Liu, Daoce Wang, Fanjiang Ye, Chengming Zhang, Jan Strube, Nathan R. Tallent, Dingwen Tao
PPoPP'25 Poster
[Paper]

Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression
Hao Feng, Boyuan Zhang, Fanjiang Ye, Min Si, Ching-Hsiang Chu, Jiannan Tian, Chunxing Yin, Zhaoxia (Summer) Deng, Yuchen Hao, Pavan Balaji, Tong Geng, Dingwen Tao
SC'24
[Paper].

FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources
Xiyuan Wei, Fanjiang Ye, Ori Yonay, Xingyu Chen, Dingwen Tao, Tianbao Yang
[Preprint]
[Code]

Education

	Rice University 2025.05 - Present Ph.D student in Computer Science Advisor: Dr. Yuke Wang
	Indiana University Bloomington 2023.08 - 2025.05 Ph.D student in Computer Engineering Advisor: Dr. Dingwen Tao and Dr. Fengguang Song.
	University of Science and Technology of China 2019.08 - 2023.07 B.S. in Physics Advisor: Dr. Changling Zou
	Hong Kong University of Science and Technology 2022.06 - 2022.10 Visiting Research Student Advisor: Dr. Berthold Jaeck

Awards

USTC Fellowship, 2022
Outstanding Student Scholarship of USTC (Top 25%), 2020-2022
Scholarship of Freshman (Top 20%), 2019

Miscellaneous

I love to play basketball and led the department basketball team in varsity games.
Photograph is also my favourite.
Sometimes I really enjoy going skiing.

Template adapted from Jon Barron. Last Modified: 2025-05-16