Prof. Huan Liu
Regents Professor and Ira A. Fulton Professor of Computer Science and Engineering
Dr. Huan Liu is a Regents Professor and Ira A. Fulton Professor of Computer Science at Arizona State University. He is the recipient of the ACM SIGKDD 2022 Innovation Award for his outstanding contributions to the foundation, principles, and applications of social media mining and feature selection for data Mining. He co-authored the textbook, Social Media Mining: An Introduction, by Cambridge University Press. He is a Fellow of AAAI, AAAS, ACM, and IEEE.
Social Media Mining, GAI, and Next Frontiers.
We present emerging opportunities in AI and Big Data, through the lens of social media. Generative AI like Large Language Models (LLMs) has added new challenges. We use examples to illustrate (1) fundamental problems associated with multi-modal data like social media, challenging common practice and existential understanding in machine learning and data mining, (2) perplexing issues arising from the use of or associated AGI, and (3) our efforts to understand LLMs and explore next frontiers in the rapid development of AI.
