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Jiacheng Yang

I am currently a 4-th 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.

๐Ÿ”ฅ News

  • 2023.09ย ย ย ๐ŸŽ‰ The paper “๐ŸŽถ Minuet: Accelerating 3D Sparse Convolutions on GPUs” is accepted at EuroSys 2024.

๐Ÿ“ Publications

EuroSys 2024

Minuet: Accelerating 3D Sparse Convolutions on GPUs

Jiacheng Yang, Christina Giannoula, Jun Wu, Mostafa Elhoushi, James Gleeson, Gennady Pekhimenko
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
AAAI 2018 Demo

MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence

Jiacheng Yang*, Lianmin Zheng*, Han Cai, Weinan Zhang, Jun Wang, Yong Yu

๐Ÿ“– 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