I am currently a 3-rd year Computer Science PhD student at University of Toronto (UofT), supervised by Prof. Gennady Pekhimenko. My research interests mainly focus on designing efficient algorithms for irregular workloads on GPUs and systems and compilers for machine learning.
Prior to be a student at UofT, I was honored to study at the ACM Class at Shanghai Jiao Tong University (SJTU) and do research at APEX lab, supervised by Prof. Weinan Zhang and Prof. Yong Yu. I also had excellent experience during my undergraudate as a research intern at Massachusetts Institute of Technology (MIT), supervised by Prof. Song Han.
๐ฅ News
- 2023.09ย ย ย ๐ The paper “๐ถ Minuet: Accelerating 3D Sparse Convolutions on GPUs” is accepted at EuroSys 2024.
๐ Publications
AAAI 2020
Towards Making the Most of BERT in Neural Machine Translation
Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Weinan Zhang, Yong Yu, Lei Li
NeurIPS 2018 Workshop
Learning to Design Circuits
Jiacheng Yang*, Hanrui Wang*, Hae-Seung Lee, Song Han
๐ Educations
PhD Student in Computer Science
2020.09 - Present
Degree of M.A.Sc. in Computer Engineering
2019.09 - 2021.06
Degree of Bachelor in Computer Science
2015.09 - 2019.06