Huan Gui
Siebel Center ****, *** North Goodwin Avenue, Urbana, IL, 61801
(217)- 778-4877, abqc1n@r.postjobfree.com
web.engr.illinois.edu/~huangui2
AREA Data Mining and Machine Learning, with a focus in information network analysis
EDUCATION Aug. 2012 Present
University of Illinois at Urbana-Champaign, Ph.D. Candidate for Computer Science
Ph.D. Advisor: Prof. Jiawei Han
Sep. 2008 Jun. 2012
Peking University, Bachelor of Science for Computer Science and Economics
RESEARCH Research Assistant of Prof. Jiawei Han 2012.8-present
EXPERIENCE Data Mining Research Group, University of Illinois at Urbana-Champaign, Urbana, IL
Information Network Analysis(Data Mining) In Progress
Hidden Network Discovery
Given constraints, filter the noisy and irrelevant data and mine the most important and
relevant subgraphs in large and complex multi-genre networks
Research Intern of Asso. Researcher Taifeng Wang 2011.12-2012.7
Web Search and Mining Group, Microsoft Research Asia, Beijing, China
Keyword Selection (Data Mining)
Proposed an efficient and effective method for query-driven keywords selection in online
advertising;
Conducted experiment on massive real-world data.
Research Assistant of Prof. Ming Zhang 2009.5-2012.7
Digital Library Group, Peking University, Beijing, China
Resources Recommendation in Social Tagging System (Social Network Analysis)
Designed a novel algorithm based on Bayes' theorem and Matrix Factorization;
Implemented the algorithm and got relatively good results on deli.cio.us dataset.
Research Assistant of Prof. Wai-Kei Mak 2011.3-2011.6
Computer Aided Design Laboratory, National Tsinghua University, Hsinchu, R.O.C
Multi-core STA (Static Timing Analysis) Problem
Participated in designing of a novel algorithm to detect the true paths in the circuits;
Implemented the algorithm and got results with high efficiency and accuracy on
Computer Aided Design contest Dataset.
ACADEMIC 1. The Miaozhen Scholarship for the academic year of 2011~2012.
AWARDS 2. Model Student of Academic Records for the academic year of 2010~2011.
The 1st Prize of 2011 Computer Aided Design Contest of integrated Circuits, R. O. China.
& ACTIVITIES 3.
The 3rd Prize of Samsung International Scholarship for the academic year of 2009~2010.
4.
The 2nd Prize of Undergraduate Mathematical Contest in Modeling of Peking University for the
5.
academic year of 2009~2010.
6. The 3rd Prize of ACM contest of Peking University for the academic year of 2009~2010.
SKILLS Programming Languages:
python, C/C++,C#, Java, html/css/ js, php, SQL, MATLAB
Languages:
Mandarin Chinese, English
SOCIAL 1. Involved volunteer of school of Electrical Engineering and Computer Science in Peking
EXPERIENCES University and participated in volunteer activities at least once each semester.
2. Vice Chair of Computer Association, Peking University