Yiheng Li
Carnegie
Mellon University, 5000 Forbes Ave
Data
Privacy Lab (Wean Hall 1320B)
Pittsburgh,
PA 15213, (412)268-1097(O)
yiheng
AT cs DOT cmu DOT edu
General Objective
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Use state-of-the-art data
analysis and relevant computer science/statistical techniques to solve privacy
problems in evolving technologies
Current Fields of Interest
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Data Privacy and Anonymity, Data
Mining, Machine Learning, Databases, Networks
Education
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Master of Science in Knowledge
Discovery & Data Mining, GPA 4.0/4.0
Center
for Automated Learning and Discovery, School of Computer Science, Carnegie Mellon University
Expected in May, 2004
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Bachelor of Science in Computer
Science & Technology, GPA 88/100
Department of Computer
Science & Technology, Tsinghua University,
Beijing, China
Jul, 2001
Academic Research and Working Experience
Graduate Level:
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Learning from k-Anonymized Data (in
progress)
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Achieving k-Anonymity: the GenTree
algorithm (in progress)
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K-means Clustering in High
Dimensional Hierarchical Dataset (proposal)
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Learning Semantically Robust Rules
from Data (paper under submission to KDD2004)
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Accelerating Clustering Methods
through Fractal Based Analysis (paper published in KDD2002-Fractal)
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Web Access Data Analysis for
Encyclopedia Britannica (unpublished project, 2001)
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01/2004 ~ present: Teaching
Assistant at Carnegie Mellon University --- the Course of Privacy
and Anonymity in Data
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01/2003 ~ 07/2003: Chief
Information Officer at Hengdeli Hotel --- e-Marketing, Network Construction and
Software Management
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05/2002 ~ 08/2002: Summer Co-op at United States Steel
Corporation --- Estimation
of Steel Scrap Specification Using Data Mining & Statistical Techniques
Undergraduate Level:
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Database Design (Sales Center of
Spare Parts), Hardware Design (Elevator Control System), and Software
Implementation (Digital Image Processing Toolbox)
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02/2001
~ 06/2001: Internship at Tsinghua Tongfang
Corporation --- Enterprise Resource Planning
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06/1999
~ 07/1999: Programmer, Fugong Commerce
& Trade Co. ltd --- Management Information System
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07/1998
~ 08/1998: Programmer, Huali Sci &
Tech Development Co. ltd --- CAD Project
Selected Coursework
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Privacy and Anonymity in Data,
Multimedia Databases & Data Mining, Machine Learning, Pattern Recognition,
Digital Image Processing, Database Systems, Computer Networks, Signal
Processing, Artificial Intelligence, Software Engineering, Operating Systems,
Compiler Principle
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Statistical Approaches to Learning
& Discovery, Non-parametric Methods, Time Series, Intermediate Statistics,
Statistical Computing, Probability & Statistics
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Computer Architecture, Micro
Computer Technology, Computer Organization, Design of VLSI, Digital Logic
Circuit, Analog Electronic Technology
Scholarships
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Siebel Scholar (2002
to 2003), from Siebel Systems
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Graduate Fellowship
(2001 to present), from Carnegie Mellon University
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Academic Excellence Scholarship
(1998 to 2001), from Tsinghua University
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Scholarship for Outstanding
Undergraduate (1997 to 1998),
from Tsinghua University
Language Abilities and Programming Skills
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Communicating Languages: Chinese
(Native), English (Fluent) and Japanese (Intermediate)
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Programming Languages: Pascal,
Delphi, C, C++, Java, Assembly Language, Perl, Mat-lab, S-plus, R