Wei WANG


Assistant Professor
Computer Science
School of Computing
National University of Singapore

Email: wangwei At comp.nus.edu.sg
Tel: (65) 6601 3785
Office: COM2 Building, #04-09, 15 Computing Drive, Singapore 117418


I am an Assistant Professor in the Department of Computer Science, National University of Singapore (NUS). I got my B.S. from Renmin University of China in 2011 and PhD from NUS in 2017. My research interests include machine learning systems and applications for multimedia data. I am currently working on automated machine learning systems, and machine learning for malware detection.


Recent News

  • July, 2019. I will teach two modules in next semester: CS5228-Knowledge Discovery and Data Mining, and CS5224-Neural Networks and Deep Learning.
  • April, 2019. A paper on distributed n-gram language model is accepted to VLDB 2019.
  • Sep, 2018. ScatterNet paper is accepted to IEEE Trans. Vis. Comput. Graph.
  • Sep, 2018. Rafiki paper is accepted to VLDB 2019.

Publications


Projects

  • Rafiki. AutoML system with optimization on hyper-parameter tuning and model inference.
  • Singa. Apache incubator project for developing a distributed deep learning system.
  • Foodlg. A health tracking and analysis App based on deep learning.

Professional Activities

  • Reviewer of ACM Transactions on Data Science
  • Program Committee member of DASFFA 2019
  • Program Committee member of ACM Multimedia 2019
  • Program Committee member of VLDB 2018
  • Program Committee member of ICDE 2018
  • Program Committee member of DASFFA 2017
  • Program Committee member of ACM Multimedia 2015