Lihong Li

Research Scientist
Google Inc.

lihongli.cs@gmail.com (for general academic work)
lihong@google.com (for Google related work)
747 Sixth Street South, Kirkland, WA, USA 98033


[Interests] [Experiences] [Publications] [Professional Activities]

Interests

My core research interest is in machine learning for interactive systems that maximizes a utility function by taking actions, which is in contrast to prediction-oriented machine learning like supervised learning. My areas of focus are reinforcement learning, including the important subclass known as contextual bandits; I am also interested in related areas such as large-scale online learning with big data, active learning, and planning. In the past, I have applied my work to recommendation, Web search, advertising, conversation systems, and spam detection.

More information can be found in Google Scholar, DBLP, LinkedIn, Google AI page, and my full CV. Here is a short bio.


Experiences

  • 2017 - present: Research Scientist, Google Inc.
  • 2012 - 2017: Principal Researcher, Microsoft Research
  • 2009 - 2012: Research Scientist, Yahoo! Research
  • 2009: PhD in Computer Science, Rutgers University
  • 2004: MSc in Computing Science, University of Alberta
  • 2002: BE in Computer Science and Technology, Tsinghua University


Professional Activities