Siyan Zhao's Homepage
Hello! I’m a second-year PhD student in Computer Science at the University of California, Los Angeles. I am fortunate to be advised by Professor Aditya Grover.
My primary research interest lies in endowing machine learning algorithms with human-like reasoning and planning capabilities. Currently, I am particularly drawn to sequential decision-making, large language models, reinforcement learning, and generative models. Previously, I have worked on 3D perception and planning for autonomous driving.
Prior to joining UCLA, I obtained my bachelor’s degree from the Engineering Science, Machine Intelligence program at the University of Toronto, where I am fortunate to be advised by Prof. Animesh Garg, Prof. Bradly Stadie and Prof. Jimmy Ba at the Vector Institute.
publications and preprints
- ICRA 2022Object Insertion Based Data Augmentation for Semantic SegmentationIEEE International Conference on Robotics and Automation (ICRA), 2022
- Preprint