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.


Work Experience

Professional Services

  • Journal Reviewer​
    • IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018
    • IEEE Transactions on Industrial Informatics, 2015
    • Neurocomputing, 2015
    • Multimedia Systems, 2014
  • Conference Reviewer
    • Neural Information Processing Systems (NIPS), 2016, 2018
    • European Conference on Computer Systems (EuroSys), 2018 (Shadow PC)
    • ACM Conf. on Information and Knowledge Management (CIKM), 2014
    • IEEE International Conference on Multimedia and Expo (ICME), 2013, 2014
    • International Symposium on Circuits and Systems (ISCAS), 2015

Teaching Assistant Experience

Open-Source Projects

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