Deng, Zhihong

professor

Research Interests: Machining Learning, NLP

Office Phone: 86-10-6275 5592

Email: zhdeng@pku.edu.cn

Deng, Zhi-Hong is a professor in the Department of Machine Intelligence, School of EECS at Peking University. He has served as the vice director of Department of Machine Intelligence since 2014. He received his B.Sc. from Zhejiang University in 1994, M.S. from Peking University in 2000, and Ph.D. from Peking University in 2003. His research interests include machine learning, natural language processing, and web data mining.

Dr. Deng has published more than 70 research papers in referred journals and conferences, such as Machine Learning, IEEE Transactions on Cybernetics, AAAI, and ACL. He has served in the Technical Program Committee of various international conferences including AAAI and IJCAI. He has more than ten research projects including NSFC, 973 programs, 863 project, etc.

Selected publications:

1. Zhi-Hong Deng, Xiaoran Xu. A Novel Probabilistic Clustering Model for Heterogeneous Networks. Machine Learning, 2016, 104(1): 1–24.

2. Zhi-Hong Deng, Hongliang Yu, and Yunlun Yang. Identifying Sentiment Words Using an Optimization Model with L1 Regularization. AAAI 2016, Pages: 115-121.

3. Weiwei Liu, Zhi-Hong Deng, Longbing Cao, Xiaoran Xu, He Liu, and Xiuwen Gong. Mining Top K Spread Sources for A Specific Topic and A Given Node. IEEE Transactions on Cybernetics, 2015, 45(11): 2472-2483.

4. He Liu, Hongliang Yu, Zhi-Hong Deng. Multi-Document Summarization Based On Two-Level Sparse Representation Model. AAAI 2015, Pages: 196-202.

5. Deng ZhiHong, Wang ZhongHui，and Jiang JiaJian. A New Algorithm for Fast Mining Frequent Itemsets Using N-Lists. SCIENCE CHINA Information Sciences, 55 (9): 2008-2030, 2012.