head.jpg

Yaoyao Ding

Department of Computer Science, University of Toronto

I am a first year Ph.D. student at University of Toronto, supervised by Professor Gennady Pekhimenko. I also received my master degree here. Before coming to UofT, I received my bachelor degree in computer science from Shanghai Jiao Tong University (at ACM Honors Class).

My research interests lie in the general area of systems for machine learning. Currently, I am focusing on the optimization for neural network training and inference through compilation.

News

Nov 11, 2022 One paper accepted by ASPLOS 2023!

Selected Publications

  1. Hidet: Task Mapping Programming Paradigm for Deep Learning Tensor Programs
    To appear in ASPLOS 2023.
  2. IOS: Inter-Operator Scheduler for CNN Acceleration
    In Proceedings of Machine Learning and Systems (MLSys), April 2021.

Experiences

  • Amazon Web Services (AWS) Dec, 2021 - Apr, 2021
    Applied Scientist Intern, supervised by Dr. Cody Yu and Dr. Yida Wang. Santa Clara, USA
  • Amazon Web Services (AWS) Mar, 2021 - Jun, 2021
    Applied Scientist Intern, supervised by Dr. Haichen Shen and Dr. Yida Wang. Shanghai, China
  • HAN Lab, Massachusetts Institute of Technology (MIT) Jul, 2019 - Dec, 2019
    Research Assistant, supervised by Prof. Song Han. Cambridge, USA
  • Apex Lab, Shanghai Jiao Tong University (SJTU) Sep, 2018 - Jun, 2019
    Research Assistant, supervised by Prof. Yong Yu and Prof. Weinan Zhang. Shanghai, China