I am a PhD candidate in the Department of Computer Science, University of Maryland, College Park, working with Prof. Hanan Samet and Prof. Tom Goldstein. My research interests lie at the intersection of machine learning ​and system. Specifically, I am interested in designing efficient and scalable machine learning algorithms for high-performance and resource-constrained systems. Before joining UMD, I obtained my master degree from Institute of Computing Technology, Chinese Academy of Sciences under the supervision of Prof. Shiguang Shan. I have interned at Nervana Systems, NEC Labs America and Microsoft Research Asia.

Publications

Work Experience

Professional Services

  • Journal Reviewer​: Neurocomputing, Multimedia Systems, IEEE Transactions on Industrial Informatics
  • Conference Reviewer: NIPS'16, CIKM'14, ICME'14, ICME'13, ISCAS'15
  • Shadow PC: EuroSys'18

Teaching Assistant Experience

Projects

  • ML-Systems: papers on fast and scalable machine learning