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