Published multiple papers, including TARNet: Task-Aware Reconstruction for Time-Series Transformer (KDD'22), Safe HVAC Control via Batch Reinforcement Learning (ICCPS'22), and others, receiving several best paper nominations and awards.
Research Experience
Currently a postdoc with Professor Rajesh Gupta at UCSD, affiliated with CSE and HDSI.
Education
Ph.D. in Computer Science from the University of Virginia in 2018, advised by Professor Kamin Whitehouse; B.S. in Electrical Engineering from Beijing University of Posts and Telecommunications (BUPT) in 2012.
Background
Research interests: Cyber-Physical Systems, Data Mining, and Machine Learning, with a particular focus on energy-efficient systems. Recent work focuses on interpreting, organizing, and navigating through sensor data with minimal human input.