Local Time	Session I (Morning)	Speakers
09:00-09:10 am	Session: Opening Remarks	Wenhao Yu
09:10 - 09:50 am	Keynote talk 1 by Prof. Doug Downey: Deep Research Systems for Science: Challenges and Opportunities [slides]	Doug Downey
09:50 - 10:30 am	Keynote talk 2 by Prof. Graham Neubig: LLM Agents that Learn from Experience [slides]	Graham Neubig
10:30 - 11:30 am	Poster Session (including coffee break)
11:30 - 12:05 pm	Industry talk 3 by Dr. Yunyao Li [slides]	Yunyao Li
12:05 - 12:40 pm	Industry talk 4 by Dr. Hongming Zhang: Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots | [slides]	Hongming Zhang
Local Time	Session II (Afternoon)	Speakers
14:20 - 14:55 pm	Keynote talk 5 by Prof. Yoav Artzi [slides]	Yoav Artzi
14:55 - 15:30 pm	Keynote talk 6 by Prof. Manling Li: From Large Language Models to Large Agent Models: Reasoning Agent with World Knowledge [slides]	Manling Li
15:30 - 16:00 pm	Coffee break
16:00 - 17:00 pm	Oral presentations
17:00 - 17:05 pm	Final Remarks	Wenhao Yu