Lei Li

Research Scientist
Institute of Deep Learning
Baidu Research
Sunnyvale, CA

Research Projects

Probabilistic programming languages and Bayesian inference

Time series learning

Parallel/Distributed machine learning

Network analysis

  • social network and social media analysis
  • CDEM :fly embryo gene pattern mining. (finished)

Talks and Tutorial

  • BLOG language and compiled inference. Computer Science department, Stanford University, Tsinghua University, 2015.
  • 2015 Invited Keynote at China Computer Federation Young Computer Scientists and Engineers Forum: Deep Learning – Towards More Intelligent Machines.
  • 2014 PPAML Summer School, lecture on BLOG .
  • 2013 TAMU Fish Bowl Seminar
  • KDD 2010 Tutorial on Time Series
  • Parsimonious Linear Fingerprinting for time series, Machine learning lunch seminar, CMU, Nov, 2010. [ PPT ]
  • Fast Algorithms for Mining Co-evolving Time Series. SMU, NUS, SJTU, Dec 2009. [ PPT ]
  • Fast Algorithms for Mining and Summarizing Co-evolving Sequences, HKUST. 2009.[ Poster ]
  • Machine Learning Lunch seminar, CMU, Oct 6, 2008. [ PPT ]