| 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 |