软件学院

School Of Software

Introduction:

Name:Chunping Li 

Position:Associate Professor  School of Software, Tsinghua University

 

Email  cli@tsinghua.edu.cn

Phone  +86-10-62795437

Fax  +86-10-62773281


Experience:

Since Oct. 2002: Associate Professor, School of Software, Tsinghua University, China May –July 2006: Guest Lecturer, Technical University of Dresden, Germany

Nov. 2000 – Sep. 2002: Software Architect, TEMIS GmbH, Germany

Jan. 2000 – Nov. 2000: Research Associate, Hong Kong University of Science and Technology, Hong Kong

May 1995 – Jan. 2000: Research Scientist, Darmstadt University of Technology, Germany

Jul. 1988 – May 1995: Lecturer, Jilin University, China

Jan. 1991 – Dec. 1993: Guest Researcher, National Key Laboratory of Applied Optics, China

 


Areas of Research Interests/ Research Projects:

Artificial Intelligence, Data Analysis and Data Mining, Machine Learning and Automated Reasoning

 


Research Status:

1.Domain-Oriented Data Analysis Mining, National 863 High-Technology Funding Project, China (Oct. 2002 - Oct. 2004)

2. Reasoning about Times, Actions and Change, Scientific Research Funding for ROCS, by State Education Ministry, China (11.2004 –11.2006)

3. China Shengli-Oilfield Data Warehouse Design and Application, National 863 High-Technology Funding Project, China (Sep. 2003 - Sep. 2005)

4. Automated Reasoning based on the Process Semantics, Scientific Research Funding, by Tsinghua University, China (June. 2003 -Juni. 2005)

5. Multimodal Interaction Techniques for In-Car HMI, Project funded by VW Research Germany (Sep 2007 - May 2009)

6. Software Defect and Failure Prediction, National Natural Science Funding, China (2008 - 2010)

7. Program Complexity for Software Defect Prediction, NFSC-RS Joint Project, Funded by NSFC in China and Royal Society in UK (2009 -2010)

8. Multimedia Data Preserve and Information Security, National 863 Project (2009 -2010) 

9. WEB and Social Media Mining, Joint Project funded by NRI in Japan (2008–2013)

10.Trusted Software Technology, China National Lab for Information Technology (2010 - 2013)

11.Contextual Reasoning in the Mobile Environment, Joint Project with HUAWEI CO.LTD(2012 - 2014)

12.Trusted Embedded Software Systems – Testbed and Applications, Funded by NSFC Integrated Key Project Program, (2013 - 2016)

13.Fast Video based Anomaly Detection on Rail Lines, NFSC-RS Joint Project, Funded by NSFC in China and Royal Society in UK (2014 -2016)

14.Development of Image Identification Algorithms using Deep Learning Techniques, and

   Development of Program Synthesis Method for Data Transformation, Joint project funded by Mitsubishi Heavy Industries, Ltd.(2015 - 2017)
 
15.Key Technologies of Electrical Data Management and Application, Funded by Siemens A.G.(2016-2017)

16.Location based Data Fusion and Prediction for Mass Contingency Events,Funded by National Natural Science Funding, China (2017-2020)

 


Honors And Awards:

Scholarship for Academic Research in Germany (supported by Chinese Education Ministry, 1995 - 1996)

DAAD-Scholarship (supported by DAAD -- German Academic Exchange Services, 1997 - 1999)

Erasmus Mundus Teaching and Research Scholarship (supported by European Union, May-July 2006)

 


Academic Achievement:

Publications:


(I) Book(s):

Chunping Li, Reasoning about Processes and Continuous Change, Shaker-Verlag Publishing House, Germany, 1999, ISBN 3-8265-6796-X

 

(II) Papers:

1. Shaoxu Song, Chunping Li, Xiaoquan Zhang: Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data. SIGKDD 2015: 1115-1124

2. Wenping Zhang, Chunping Li, Yunming Ye, Wenjie Li, Eric W. T. Ngai:Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction. IEEE Intelligent Systems 30(2): 26-33 (2015)

3. Raymond Y. K. Lau, Chunping Li, Stephen S. Y. Liao: Social analytics: Learning fuzzy product ontologies for aspect-oriented sentiment analysis. Decision Support Systems 65: 80-94 (2014)

4. Yi Cai, Raymond Y. K. Lau, Stephen S. Y. Liao, Chunping Li, Ho-fung Leung, Louis C. K. Ma: Object typicality for effective Web of Things recommendations. Decision Support Systems 63: 52-63 (2014)

5. Wenping Zhang, Raymond Y. K. Lau, Chunping Li: Adaptive Big Data Analytics for Deceptive Review Detection in Online Social Media. ICIS 2014

6. Chunping Li, Ziniu Chen, Hao Du, Hui Wang, et al: Using Pattern Position Distribution for Software Failure Detection, International Journal of Computational Intelligence Systems (2013) Vol. 6, No. 2, 234-243

7. Liyan Zhang, Jie Xu, Chunping Li: A random-walk based recommendation algorithm considering item categories. Neurocomputing (2013)120: 391-396

8. Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li, Chengbo Zhang: Generating virtual ratings from Chinese reviews to augment online recommendations. ACM TIST 4(1): 9 (2013)

9. Tong Zhao, Chunping Li, Mengya Li, Social Recommendation Incorporating Topic Mining and Social Trust Analysis, In Proceedings of ACM CIKM 2013: 1643-1648

10. Tong Zhao, Naiwen Bian, Chunping Li, Mengya Li: Topic-Level Expert Modeling in Community Question Answering. SDM 2013: 776-784

11. Lili Yang, Chunping Li, Qiang Ding, Li Li: Discovering Correlated Entities from News Archives. WISE 2013: 174-187

12. Yishu Miao, Chunping Li, Hui Wang, Lu Zhang: Infinite Topic Modelling for Trend Tracking - Hierarchical Dirichlet Process Approaches with Wikipedia Semantic based Method. KDIR 2012, pages 35-44

13. Ying Liu, Hui Zhang, Chunping Li, Roger Jianxin Jiao: Workflow simulation for operational decision support using event graph through process mining. Decision Support Systems 52(3): 685-697 (2012)

14. Yajie Miao, Chunping Li, Jie Tang, Lili Zhao. Identifying new categories in community question answering archives: a topic modeling approach. ACM CIKM: pages 1673-1676, 2010

15. Yajie Miao, Lili Zhao, Chunping Li, Jie Tang,  Automatically Grouping Questions in Yahoo! Answers, IEEE/WIC/ACM International Conference on Web Intelligence, pages 350-357, Canada, 2010

16. Nan Li, Chunping Li, Zero-Sum Reward and Punishment Collaborative Filtering Recommendation Algorithm, IEEE/WIC/ACM International Conference on Web Intelligence, Italy, 2009

17. Song Gao, Yajie Miao, Liu Yang, Chunping Li: Topic-Based Computing Model for Web Page Popularity and Website Influence. Australasian Conference on Artificial Intelligence 2009: 210-219

18. Liyan Zhang, Kai Zhang and Chunping Li, A topical PageRank based algorithm for recommender systems. ACM SIGIR, pages 713-714, Singapore, 2008

19. Hongzhi Xu, Chunping Li. Combining Context Features by Canonical Belief Network for Chinese Part-of-Speech Tagging, Third International Joint Conference on Natural Language Processing (IJCNLP08). Hyderabad, India, 2008

20. Xufei Wang, Chunping Li. DBSC: A Dependency-Based Subspace Clustering Algorithm for High-dimensional Numerical Datasets, 20th Australian Joint Conference on Artificial Intelligence, LNAI 4830, pages 832-837, Queensland, Australia, 2007.

21. Xueyuan Zhou, Chunping Li: Semi-supervised Classification Based on Smooth Graphs. DASFAA 2006: 757-766
 
22. Shaoxu Song, Chunping Li, Improved ROCK for Text Clustering using Asymmetric Proximity. 32nd International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM06), LNCS Vol.3831 pages 501-510, 2006.

23. Chunping Li, Representing Process Semantics in the Situation Calculus, Lecture Notes in Artificial Intelligence, Vol.3641, pages 591–600, 2005

24. Chunping Li, A Formal Method toward Reasoning about Continuous Change, Lecture Notes in Artificial Intelligence, Vol.3339, pages 1174 – 1180, Springer, 2004