I'm currently at MIT, working on deep learning for perception and control of autonomous vehicles.
I will be TAing MIT 6.S094: Deep Learning for Self-driving Cars in January 2018.
My current research involves:
Prior to joining MIT, I worked on deep learning for human action recognition at University of Rochester.
In addition, I'm a casual kaggler and fond of playing with different kinds of data. I got a bronze medal (top 6%) in Data Science Bowl 2017.
I'm from Shanghai, China. I like photography, electro-funk, all kinds of cuisine, and at the moment, walking and traveling around with Pokémon Go.
Driving Scene Perception
Pixel-level Tracking with Optical Flow
Edge Cases in Image Recognition
Weakly Supervised Action Localization
MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation
[2017 under review] [arXiv:1711.06976]
TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation
[2017 under review] [arXiv:1705.07818]