Chong Huang

"The most beautiful thing we can experience is the mysterious." Albert Einstein (1879 - 1955)

There is a dream daunting in my mind ever since kindergarten - to make the world a better place to live, people more knowledgeable beyond the uncertainty, things more organized from chaos and disorder.

Research Interests

Knowledge Discovery, Business Intelligence

Knowledge Management

Software Engineering, System Integration

Research Experiences

Research Assistant, Joint Research and Development Lab , Chinese Academy of Sciences, 2004-2007.

Visiting student, Next Generation Services Team, IBM China Research Lab, 2006.

Publications

My publication list on [DBLP].

Text mining in video analysis. In preparation. 2007.

Multi-granularity Knowledge Organization System & Multi-faceted Information Retrieval Approach. In Submission. 2006 -2007.

Multi-granularity Iterative Ranking. In preparation. 2006 -2007.

Chong Huang, Yonghong Tian, Zhi Zhou,Tiejun Huang. Towards Multi-granularity Multi-facet E-book Retrieval. In Proc. of the 16th Int'l World Wide Web Conf. (WWW 2007) , pp. l331-1332, Banff, Alberta, Canada, 2007, ACM Press . [pdf][web]

Kun Niu , Chong Huang, Shubo Zhang, Junliang Chen. ODDC: Outlier Detection and Distance Distribution Clustering. In Proc. of the 11th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2007) , Nanking, China, accepted by the 2007 int'l workshop on high performance Data Mining and Application (HPDMA) as full paper, Lecture Notes of Artificial Intelligence (LNAI)(Acceptance rate of full paper in HPDMA: 25/119), Springer.

Chong Huang, Yonghong Tian, Zhi Zhou, Charles X. Ling,Tiejun Huang. Keyphrase extraction using Semantic Networks Structure Analysis. In Proc. of the sixth IEEE Int'l. Conf. on Data Mining (ICDM 2006), Hong Kong, 2006, pp. 275-284, IEEE press. (Acceptance rate for regular paper: <10%)
[pdf]:   Full 12 page edition; Final 10 page edition; [slides]

Chong Huang, Yonghong Tian, Tiejun Huang, Wen Gao. Semantic scoring based on Small-World Phenomenon for feature selection in text mining. In Proc. of Int'l. Conf. on Advanced Data Mining and Applications '06(ADMA 2006) , Xi'an, China, Lecture Notes of Artificial Intelligence (LNAI) 4093(2006), pp.636-643, Springer. (Acceptance rate: 21.6%)[ISI]

Teaching Assistant, Pattern Recognition, Graduate University, Chinese Academy of Sciences (2005Fall)
Teaching Assistant, Software Engineering, Software School, Fudan University (2004Spring)
Teaching Assistant, Java Programming & Data Structure, Software School, Fudan University (2002Fall)

SW
An unsupervised term scoring toolkit, with much higher performance than TFIDF, especially for keyphrase extraction. (Contact me if you need the source code)

MIQS [link]
A multi-faceted ebook retrieval system based on multi-scale knowledge networks

KnowMap (software copyright filed 2006SR07651 )
A resource visualization management system for digital libraries. (My job is the relation discovery module)

33 th ACM SIGMOD Conf. (SIGMOD 2007), Beijing , China . June 2007

Sixth IEEE Int'l Conf. on Data Mining, Hongkong , China. (presentation) Dec 2006

Second Int'l. Conf. on Advanced Data Mining and Applications, Xi'an , China. (two presentations) Aug 2006

China-UK Ws. on Global Logistics and Supply Chain Management, Beijing , China . Jul 2006

Conf. Computer Innovation 6016, Beijing , China . Dec 2005

Ws. on Data Mining Technology and Application, GUCAS, Beijing , China . Dec 2005

Ws. on Evaluation of Chinese Information Processing & Intelligent Human-Computer Interface, Beijing , China . Nov 2005

First Summer Ws. on Stochastic Models of Supply Chain and Logistics, Beijing , China . Jul 2005

Fourth Sino-Japan Ws. on Meta-synthesis and Creativity Support System, Beijing , China . Jul 2005

SUN Networks 2004 Asian Conference, Shanghai , China . Jul 2004