Dezhi Hong
Scholar

Dezhi Hong

Google Scholar ID: NsPO1GUAAAAJ
Amazon
Cyber Physical SystemsApplied Machine LearningSmart BuildingsEnergy and Sustainability
Citations & Impact
All-time
Citations
1,658
 
H-index
17
 
i10-index
33
 
Publications
20
 
Co-authors
29
list available
Resume (English only)
Academic Achievements
  • 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.
Miscellany
  • Avid photographer