Fanjiang Ye (叶繁江)

I am a second-year Ph.D. student working at School of Infomatics, Computing, and Engineering at Indiana University Bloomington, advised by Dr. Dingwen Tao and Dr. Fengguang Song . I graduated from the Department of Physics at University of Science and Technology of China (USTC) .

Email / CV / Google Scholar / LinkedIn

Research Interests

System acceleration for quantum simulation
System optimization for LLM
Data Compression

Publication

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
[Paper]. Accepted by SuperComputing'2024.

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]

Overcoming Memory Constraints in Quantum Simulation with a High-Fidelity Compression Framework
Boyuan Zhang, Bo Fang, Fanjiang Ye, Meng Wang, Tallent Nathan, Guangming Tan, Dingwen Tao
[Preprint].

ViSemZ: 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, Guangming Tan, Dingwen Tao
[Preprint].

Education

	Indiana University Bloomington 2023.08 - Present Ph.D student in Computer Engineering Advisor: Dr. Dingwen Tao
	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

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

Services

QCCC'24 Workshop Program Speaker
QCE'24 Sub-Reviewer
IWCD'24 Web Chair

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: 2024-11-20