Model Pretraining and Aligned Representation Everywhere
H. T. Kung, Harvard University, USA
14:10~15:00
Keynote 2 Session Chair: Kwei-Jay Lin
Rules, Prototypes and Counterfactuals in Explaining Black Box Machine Learning Models
Jerzy Stefanowski, Poznan University of Technology, Poland
15:00~15:15
Coffee Break
15:15~16:15
Panel Discussion Session Chair: Kwei-Jay Lin
Panelists:
H. T. Kung, Harvard University
Jerzy Stefanowski, Poznan University of Technology
Wade Liao, Kenkone Medical Co, Ltd
Horng-Shing Lu, National Yang Ming Chiao Tung University
16:15~17:45
Invited Talks 1 Session Chair: Von-Wun Soo
AI-Powered Genomic Analysis for Precision Medicine
Chien-Yu Chen, National Taiwan University
Toward Healthcare GPT
Horng-Shing Lu, National Yang Ming Chiao Tung University
Privacy-Enhanced Learning for Clinical Health Applications
Chi-Chun Lee, National Tsing Hua University
Teaching Robots to Infer about Futures for Robust Human-AI Interaction
Yen-Ling Kuo, University of Virginia
18:30~20:30
Banquet @福容大飯店 桃園機場捷運A8店
Fullon Hotel Taoyuan Airport Access MRT A8
Sat., May 25
09:00~10:00
Keynote 3 Chair: Hsian-Tsung Chang
Pioneering Local AI: TAIDE's Quest for a Trustworthy Taiwanese Language Model
Tzong-Han Tsai, National Central University
10:00~10:40
Invited Talks 2 Session Chair: Hsian-Tsung Chang
Practical Applications of Large Language Models: Case Studies on Legal Judgment Mining and Indigenous Language Understanding
Yao-Chung Fan, National Chung Hsing University
Kuwa: An Open-source GenAI OS
Chun-Hsin Wu, National University of Kaohsiung
10:40~11:00
Coffee Break
11:00~12:20
Invited Talks 3 Session Chair: Yen-Ling Kuo
Challenges of Digital Twin Learning for Deep Learning Based Intelligent Robotics
Chun-Yi Lee, National Tsing Hua University
Toward Mitigating Robust Overfitting in Adversarial Training
Shang-Tse Chen, National Taiwan University
Revisiting Non-Convex Optimization via Reinforcement Learning
Ping-Chun Hsieh, National Yang Ming Chiao Tung University
