Lei Li   I am a PostDoc researcher at EECS department of UC Berkeley, working with Professor Stuart Russell. I am a 5th year Ph.D. student in  get my Ph.D. from the Computer Science Department at School of Computer Science. My advisor is Professor Christos Faloutsos. My research interest includes machine learning, and data mining. I am mainly working on time series learning, and apply it to motion capture modeling, anormaly detection, bio-image pattern mining and social network analysis. I also work with Professor Nancy Pollard and Professor Eric Xing. I got my Bachelor of Engineering degree in Computer Science from Shanghai Jiao Tong Unversity. I worked on semantic search in APEX lab with my advisor Professor Yong Yu.

Thesis

Publication 

• (new) two papers accepted by KDD 2012.
  
• two papers accepted by KDD 2011.
  
• check out our paper at ICML 2011, about time series clustering, and complex-valued linear dynamical systems.
  

Demonstration & Poster:

• Lei Li, Fast Algorithms for Mining Co-evolving Motion Capture Sequences. SDM 2010 Doctoral Forum.Columbus, OH. [Poster]
• Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing. C-DEM: A Multi-Modal Query System for Drosophila Embryo Databases. VLDB'08, Auckland, New Zealand. [PDF][PPT][Project]

Talks and Tutorial:

• 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]

Project

• Motion stitching
• Motion occlusion
  
• Parallel algorithms for graphical model on multicore: in progress.
• FEMine: fly embryo gene pattern mining. in progress.
• Online social network, in progress.
• GO, in progress.

Software

• DynaMMo
• CLDS
• PLiF
• BoLeRO
• paralearn
  

Courses

• Spring 2008: Computer Networks (*)
• Fall 2007: Probabilistic Graphical Models,Computer Architecture (*)
• Spring 2007: Statistical Machine Learning, Machine Learning Theory, Semantics of Programming Languages (*)
• Fall 2006: Machine Learning (*), Computational Complexity Theory (*)
  
  Teaching Assistants for
Carnegie Mellon University

• 10701 Machine Learning, Spring 2009
• 15415 Database Applications, Fall 2008
  

Shanghai Jiao Tong University

• Modern DBMS Implementation, course project. Fall 2005.
• Operating System Project(Nachos), Fall 2005.
• Modern Compiler Implementation, course project. Spring 2005.

Misc

• Useful linux info.
• School of Computer Science Calendar
• Computer Science Department Graduate Programs
• CS Lounge Free Food Cam (CMU Only)
• Map of Schenley Park
• CMU Database Group, DB group wiki
• CMU CSSA partial info
• 2008 China Earthquake

Friends Online: [Leman Akoglu] [Erdong Chen] [Wenyuan Dai] [Bin Fan] [Bin Fu] [Linyun Fu] [Wenjie Fu]  [Yue Gao] [Fan Guo] [Zheren Hu] [Hongwen Kang] [Xiaohui Liang] [Chenxi Lin] [Jialiu Lin] [Liu Liu] [Qiaoling Liu] [Xi Liu] [Rongxing Lu] [Yasuko Matsubara] [Jia-Yu(Tim) Pan] [Aditya Prakash] [Yasushi Sakurai] [Yu Sheng] [Jimeng Sun] [Yuandong Tian] [Hanghang Tong] [Kewei Tu] [Xiaohui Wang] [Chenyu Wu] [Yi Wu] [Wanhong Xu] [Hong Yan] [Qiqi Yan] [Linji Yang] [Wenyun Yang] [Hao Yuan] [Yao Yue] [Lei Zhang] [Xin Zhang] [Xuan Zhang] [Yaodong Zhang] [Le Zhao] [Shuang Zhao] [Jun Zhu] [Lin Zhu]

Contact Information

Mailing Address: University of California Berkeley EECS, 387 Soda Hall, Berkeley, CA, 94720-1776

Office: Sutarjar Dai Hall 736, 2nd row in the east end

Email: CLICK HERE@cs.berkeley.edu (Spam blocking provided by the reCAPTCHA Project).