Research Interests: Data mining, ITS
Office Phone: 86-10-6275 6920
Xie, KunqingXie is a professor in the Department of Machine Intelligence, School of EECS at Peking University. He has served as the Director of Department of Machine Intelligence since 2014. He obtained his B.Sc. from Shaanxi Normal University in 1982, M.S. from Peking University in 1987, and Ph.D. from Beijing Normal University in 1998. His research interests include intelligent traffic system, spatio-temporal data analysis and data mining.
Dr. Xie has published more than 100 research papers in referred journals and conferences. He has more than ten research projects including NSFC, 973 programs, 863 project, etc. He was awarded the second prize of the state natural science award in 2005, the first prize of Beijing teaching achievement award in 2008, and the first prize of science and technology of China Highway&Transportation Society in 2010 and 2011. He was also the member of the national teaching team and Beijing excellent teaching team in 2008.
l Wenhao Huang, Guojie Song, Haikun Hong, andKunqing Xie，Deep Architecture for Traf?c Flow Prediction: Deep Belief Networks With Multitask Learning.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL. 15, NO. 5, OCTOBER2014 2191
l Lei Han, Yu Zhang, Guojie Song,Kunqing Xie.Tree-Sparsity based Multi-Task Learning: A Probabilistic Framework. The Twenty -Eighth AAAI Conference on Artificial Intelligence (AAAI), 2014
l Lei Han, Guojie Song, Gao Cong,Kunqing Xie.Overlapping Decomposition for Causal Graphical Modeling. Proceedings of the 18th Conference on Knowledge Discovery and Data Mining (KDD), 2012