I received my PhD from Department of Computer Science, University of Maryland, College Park, advised by 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 that, I received my master degree from Institute of Computing Technology, Chinese Academy of Sciences, advised by Prof. Shiguang Shan. I have interned at Nervana Systems, NEC Labs America and Microsoft Research Asia. I will join Amazon Web Services (AWS) this Fall.

Publications

Work Experience

Professional Services

  • Journal Reviewer​
    • IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018
    • IEEE Transactions on Neural Network and Learning Systems, 2018
    • IEEE Transactions on Industrial Informatics, 2015
    • Neurocomputing, 2015
    • Multimedia Systems, 2014
  • Conference Reviewer
    • International Conference on Learning Representations (ICLR), 2019
    • AAAI Conference on Artificial Intelligence (AAAI), 2019
    • 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