Huayi Li
******@*****.***
**** ******* *** *********** ******
312-***-****(Cell)
*** *. ****** ******, *******, IL, USA 60607
Education:
University of Illinois at Chicago, IL 08/2010 ~ 05/2015(expected)
Ph.D candidate in Computer Science Advisor: Bing Liu GPA: 3.88/4.0
Nanjing Normal University, Nanjing, China 09/2005 ~ 06/2009
B.S. in Computer Science GPA: 3.80/4.0
Research and Industry Experience
Department of Computer Science, University of Illinois at Chicago, IL
Research Assistant 10/2010 ~ present
Issue Extraction from products review (ongoing research project)
Mining important aspects of hotel reviews
Extracted opinion targets, aspects and opinion words given a small set of seeds.
Identified and grouped aspects of hotels.
Spammer Detection in products reviews
Detected spammers by means of their abnormal behavior, review similarity and reviewer-store network.
Teaching Assistant 08/2011 ~ 05/2012
Database Systems, C/C++ Programming
Chinese Academy of Science, Shenzhen, China
Research Intern 05/2012 ~ 08/2012
Sentiment Analysis System
Extracted entities and features from product reviews.
Extracted implicit features from verb and verb phrases.
Built feature-based opinion summarization system.
Visualized and analyzed social happiness index of China.
Wonderful Life Venture Inc., Milpitas, CA
Software Engineering Intern 06/2011 ~ 09/2011
Market Nova Trading System
Built a convenient interface for user to explore and visualize data by means of various kinds of charts and tables.
Developed auxiliary drawing tools to help user better analyze stock data.
Implemented popular indicators to predict trends of stock.
Department of Computer Science, Nanjing Normal University, Nanjing, China
Research Assistant 10/2008 ~ 06/2009
Spatial Clustering on Geographical Data
Designed and implemented spatial clustering algorithms.
Visualized and clustered the geographical objects to boost scientific findings for geographers.
Nanjing Kingdosoft Software Company, Nanjing, China
Software Engineering Intern 06/2008 ~ 08/2008
Primary Draw
Designed a graphics drawing system in JAVA implementing the graphical user interface.
Course Work
Data Mining and Text Mining, Artificial Intelligence, Information Retrieval, Natural Language Processing, Visualization
and Visual Analysis, Graph Theory, Database Systems, Object-Oriented Programming, Computer Algorithms, etc.
Programming Skills
Programming Languages
Proficient with: Java, C/C++
Familiar with: SQL, XML, DHTML,CSS, JavaScript, JSP, ASP, MATLAB, Processing, Smalltalk
Databases
Proficient with: MySQL, SQLServer, Microsoft Access
Honors and Achievements
Statement of accomplishment of Stanford Machine Learning course by Prof Andrew Ng in January, 2012
Members in TopCoder Algorithm Competition ranking top 35% since March 2010
Outstanding student in Nanjing Normal University in November, 2008
Software Scholarship awarded by Jiangsu Province Government in September, 2008
National Innovation Scholarship in December, 2007