Email:
ybgao@cs
CV: Available [here]
I am a PhD student in the EcoSystem lab and the Computer Systems and Networks Group at the University of Toronto. I am fortunate to be supervised by Prof. Gennady Pekhimenko.
Before that, I have completed my undergraduate degree at the University of Toronto, where I majored in Computer Science and Mathematics.
My research interests lie generally in the area of machine learning systems (ML systems), including but not limited to:
Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training
Proceedings of the 2021 USENIX Annual Technical Conference (USENIX ATC'21), 2021. [Link]
Proteus: Preserving Model Confidentiality during Graph Optimizations
Proceedings of Machine Learning and Systems 6 (MLSys 2024), 2024. [Link] [Talk]
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts
arXiv preprint arXiv:2406.13161, 2024. [Link]