Dr. Zhihua Zhou

Nanjing University

Topic: Open Environment Machine Learning

Time: (Sunday), March 26, 2023, 14:30-15:30

Venue: The second meeting room on the 1F of Junwu Hall, Guangxi University

Abstract: Machine learning tasks have traditionally been considered in closed environments, typically assuming that many critical factors during the learning process remain unchanged. However, as machine learning increasingly enters real-world applications, there is an urgent need to consider the challenges posed by open environments.

Speaker Bio: Zhihua Zhou, Ph.D., is the chair of the Department of Computer Science and director of the Institute of Artificial Intelligence at Nanjing University, where he also serves as a professor and doctoral supervisor. He is a National High-level Talent and a fellow of the European Academy of Sciences. His research primarily focuses on artificial intelligence, machine learning, and data mining. He is the author of "Machine Learning" and has made significant original contributions internationally in ensemble learning, multi-label learning, and weakly supervised learning. Several of his inventions have been successfully transferred and implemented in key enterprises in China, resulting in substantial impact. He has twice received the Second Prize of the National Natural Science Award of China as the principal investigator. He is a fellow of ACM, AAAI, IEEE, and other prestigious organizations. He served as the first non-north American or European program Committee Chair of the International Joint Conference on Artificial Intelligence. He has been honored with the IEEE Computer Federation Technical Achievement Award, the CCF Wang Xuan Award, and the Asian Conference on Machine Learning Outstanding Contribution Award, among others.

Organizer: School of Computer, Electronics and Information