I am an Associate Professor in the department of Computer Science and Engineering at University of Notre Dame, where I am leading a Machine Intelligence and kNowledge Engineering (MINE) group.
My research broadly addresses ways that enable computer machines to learn by the use of diverse types of data. Specifically, I am interested in designing machine learning algorithms for learning from complex and large-scale streaming data and graph data, with applications to recommendation systems, knowledge discovery, and natural language understanding. More information can be found in the publications grouped by research problems, or the full list of over 170 peer-reviewed papers.
I was invited to deliver an Early Career Spotlight talk at IJCAI-ECAI 2018. In 2010, I received a Chinese government award for outstanding self-financed students abroad. In 2009, I was awarded the European Research Consortium for Informatics and Mathematics (ERCIM) Alain Bensoussan Fellowship. I regularly serve on the Program Committee for premier conferences like SIGKDD (Senior PC), AAAI (Area Chair, Senior PC), IJCAI (Area Chair, Senior PC), etc. I also serve as an associated editor for IEEE Transactions on Dependable and Secure Computing (TDSC) and Information Sciences.
Prior to joining the University of Notre Dame, I was an Associate Professor in Computer Science at KAUST, Saudi Arabia. I completed my Ph.D. degree in computer science from INRIA-University Paris-Sud, France, in July 2010. I received my master and bachelor degrees from Xi’an Jiaotong University, China.