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 From Social Media Mining to Generative AI: Ceaseless Inquiries Speaker (s):
Liu Huan
Regents Professor,
School of Computing and
Augmented Intelligence,
Arizona State University
| Date: Time: Venue: | | 13 February 2025, Thursday 10:30am – 11:30am School of Computing &
Information Systems 1 (SCIS 1)
Level 4, Meeting Room 4-4
Singapore Management University
80 Stamford Road,
Singapore 178902 Please register by 12 February 2025. We look forward to seeing you at this research seminar.  |
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About the Talk In this talk, we will present emerging opportunities in AI and Big Data, through the lens of social media. Generative AI, in particular, Large Language Models (LLMs), has prompted 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) how we embrace the power of LLMs to solve perplexing problems, and (3) developing novel algorithms for reliable GAI. Seeking interdisciplinary collaborations, we contemplate the promising future of research and applications in the rapid development of AI. About the Speaker Dr. Huan Liu is a Regents Professor and Ira A. Fulton professor of Computer Science and Engineering 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 Editor in Chief of ACM TIST, Founding Field Chief Editor of Frontiers in Big Data, and a founding organizer of the International Conference Series on Social Computing, Behavioral-Cultural Modeling, and Prediction. He is a Fellow of ACM, AAAI, AAAS, and IEEE. |
