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Name: Chunping LI
Title: Associate Professor
Email: cli@tsinghua.edu.cn
Telephone: 010-62795437
Fax: +86-10-62773281
Research Fields: Artificial Intelligence, Data Analysis and Data Mining, Machine Learning and Automated Reasoning

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

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)

Publications 

(I) Book(s): 

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

(II) Main Papers: 

Minghui Gong, Jingming Liu, Chunping Li, Wei Guo, Ruolin Wang, Zheng Chen, Early warning model for death of sepsis via length insensitive temporal convolutional network.  Int. J. Medical & Biological Engineering & Computing  60, pages875–885 (2022)

Bei Luo, Raymond Y. K. Lau, Chunping Li, Yain-Whar Si, A critical review of state-of-the-art chatbot designs and applications. Int. J. WIREs Data Mining Knowl. Discov. 12(1) (2022)

Cheng Cheng, Chunping Li, Youfang Han, Yan Zhu, A semi-supervised deep learning image caption model based on Pseudo Label and N-gram. Int. J. Approximate Reasoning. 131: 93-107 (2021)

Xiaobao Wu, Chunping Li, Yishu Miao,Discovering Topics in Long-tailed Corpora with Causal Intervention. ACL (Findings) 2021: 175-185

Xiaobao Wu, Chunping Li, Yan Zhu, Yishu Miao, Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder. EMNLP 2020: 1772-1782

Jingming Liu, Minghui Gong, Wei Guo, Chunping Li, Hui Wang, Shuai Zhang, Christopher Nugent, Dose Regulation Model of Norepinephrine Based on LSTM Network and Clustering Analysis in Sepsis, International Journal of Computational Intelligence Systems Vol. 13(1), pp. 717–726 (2020) 

Chen Sun, Chunping Li, Yan Zhu: A Novel Convolutional Neural Network Based Localization System for Monocular Images, International Journal of Software Science and  Computational Intelligence Vol.11(2): 38-50 (2019)

Ming Tang, Jian Jin, Ying Liu, Chunping Li, Integrating Topic, Sentiment and Syntax for Modeling Online Product Reviews: A Topic Model Approach, ASME Journal of Computing and Information Science in Engineering Vol 19 (2019)

Md Ileas Pramanik, Raymond Y. K. Lau, Wei T. Yue, Yunming Ye, Chunping Li: Big data analytics for security and criminal investigations. Wiley Interdiscip. Rev. Data Min. Knowl. Discov. 7(4) (2017)

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

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)

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)

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)

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

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

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

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)

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

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

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

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

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)

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

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

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

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

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

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

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.

Xueyuan Zhou, Chunping Li: Semi-supervised Classification Based on Smooth Graphs. DASFAA 2006: 757-76

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.

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

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