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Time Event
09:00 am - 09:15 am Opening Remarks
  Morning Session
09:15 am - 09:45 am Invited Talk: Generalization on the Unseen, Logic Reasoning and Degree Curriculum by Samy Bengio (Apple)
09:45 am - 10:15 am Invited Talk: AI can Learn from Data. But can it Learn to Reason? by Guy Van den Broeck (University of California, Los Angeles)
10:15 am - 10:30 am ICML Coffee Break
10:30 am - 11:00 am Invited Talk: Reasoning Biases in Language Models by Ishita Dasgupta (Google DeepMind)
11:00 am - 11:15 am Contributed Talk: Bayesian Neural Networks with Domain Knowledge by Dylan Sam (Carnegie Mellon University); Rattana Pukdee (Carnegie Mellon University); Daniel P Jeong (Carnegie Mellon University); Yewon Byun (Carnegie Mellon University); Zico Kolter (Carnegie Mellon University)
11:15 am - 11:30 am Contributed Talk: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts by Emanuele Marconato (University of Pisa); Stefano Teso (University of Trento); Antonio Vergari (University of Edinburgh); Andrea Passerini (University of Trento)
11:30 am - 11:45 am Contributed Talk: Neural Priority Queues for GNNs by Rishabh Jain (University of Cambridge); Petar Veličković (Google DeepMind and University of Cambridge); Pietro Lió (University of Cambridge) best paper award
11:45 am - 12:15 am Morning Poster Session
12:15 pm - 13:00 pm Lunch Break
  Afternoon Session
13:00 pm - 13:30 pm Invited Talk: Avenging Polanyi's Revenge: Exploiting the Approximate Omniscience of LLMs in Planning without Deluding Yourself In the Process by Subbarao Kambhampati (Arizona State University)
13:30 pm - 14:00 pm Invited Talk: Concept Learning Across Domains and Modalities by Jiajun Wu (Stanford University)
14:00 pm - 14:30 pm Invited Talk: Knowledge and Skill Acquisition through Language Model Pre-training and Instruction-tuning by Xi Victoria Lin (Meta)
14:30 pm - 15:00 pm Invited Talk: Large Neural Models' Self-Learning Symbolic Knowledge by Heng Ji (University of Illinois Urbana-Champaign)
15:00 pm - 15:15 pm ICML Coffee Break
15:15 pm - 16:15 pm Panel on Reasoning Capabilities of LLMs (all invited speakers)
16:15 pm - 16:45 pm Afternoon Poster Session
16:55 pm - 17:00 pm Closing Remarks