Research Areas

  • Algorithms and Theoretical Computer Science
  • Artificial Intelligence and Machine Learning
  • Databases and Data Mining

Research Interests

  • Algorithms for Big Data: communication-efficient distributed computation/monitoring, streaming/sketching algorithms, lower bounds.
  • Theoretical Foundations of Machine Learning: collaborative learning, distributed learning, learning augmented algorithms.
PhD, Hong Kong University of Science and Technology, Computer Science, 2010
BS, Fudan University, Computer Science, 2006