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. I am also affiliated with the University of Maryland Institute for Advanced Computer Studies (UMIACS). Before joining UMD, I obtained master degree from Institute of Computing Technology, Chinese Academy of Sciences under the supervision of Prof. Shiguang Shan. My research interests lie at the intersection of machine learning ​and system, specifically, designing efficient and scalable machine learning algorithms and systems. Previously I 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

Teaching Assistant Experience

Projects

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