Dr. Hongxia Yang
Dr. Hongxia Yang has published over 100 papers in top-tier conferences and journals, and holds more than 50 patents. She has over 15 years of experience as an AI scientist, and specializes in large-scale machine learning, data mining, and deep learning. Currently a professor at HK Polytechnic University, she previously held AI scientist roles at IBM T.J. Watson research center, Yahoo! Inc, Alibaba Group, and ByteDance US. She earned her PhD from Duke University and her B.S. from Nankai University.
Sessions
The pursuit of Artificial General Intelligence (AGI) is significantly constrained by computing resources, especially during the pretraining stages of LLMs. One emerging approach to reduce such reliance, and democratise access to AI development, is a paradigm shift from “Model over Data” to "Model over Model" (MoM).