Yuan Feng

I'm a 3-year Ph.D student in University of California, Merced, where I am so fortunately working with Prof. Hyeran Jeon. Prior to that, I received my M.Sc from University of Edinburgh, and my B.E. from Xiamen University (those are all pretty beautifull cities, be sure to visit them!!).

My research areas are Computer Architecture (more specifically, GPGPU Architecture, Memory systems and their interaction with ML). I design high performance, robust, and engergy-efficient Hardware Architecture and Systems. My recent work focuses on designing architecture support for Multi-Chip GPU

Contact: yfeng44 [at] ucmerced [dot] edu

Resume / LinkedIn

News
March 2024	One paper got accepted by ISCA'2024 ! Stay tuned!
March 2024	I will spend my summer at Futurewei as research intern!
June 2023	Present our collaboration work AttnMemo at Western Digital Research.
May 2023	Start my internship at Alibaba Cloud as a Research Intern.

Publications and Presentations

[ISCA'24]	Barre Chord: Efficient Virtual Memory Translation for Multi-Chip-Module GPUs Yuan Feng, Seonjin Na, Hyesoon Kim, and Hyeran Jeon
[IISWC'23]	Regular-Decepticon: Understanding Vulnerabilities of Transformers Mujahid Al Rafi, Yuan Feng, Fan Yao, Meng Tang, Hyeran Jeon
[arxiv Preprint]	MEMO : Accelerating Transformers with Memoization on Big Memory Systems Yuan Feng, Hyeran Jeon, Filip Blagojevic, Cyril Guyot, Qing Li, and Dong Li
[GPGPU'23]	Understanding Scalability of Multi-GPU Systems Yuan Feng , Hyeran Jeon
[MICRO'22 SRC]	Accelerate Transformers with Efficient Memoization Yuan Feng , Hyeran Jeon, Dong Li
[arxiv'22 preprint]	Revealing Secrets From Pre-trained Models Mujahid Al Rafi, Yuan Feng , Hyeran Jeon
[NOPE'22, ASPLOS Workshop]	Too Noisy To Extract: Pitfalls of Model Extraction Attacks Mujahid Al Rafi, Yuan Feng , Hyeran Jeon

Professional Activities

GPGPU'23

Web Chair

Awards

Conference Travel Grant	MICRO' 22
UC Merced Bobcat Graduate Research Fellowship	2022

credit Kai Wu, Jon Barron & Limin Yang