2:00 - 2:15 PM - Welcome remarks
2:15 - 3:15 PM - Keynote 1: Dr. Kristian Kersting
Title: Reasonable AI: Bridging "Intuition" and (Causal) Reasoning
Video: https://youtu.be/vDX9bkIhJzk?si=yHbFJW8DurMBIUCe
3:15 - 3:30 PM - Paper 1: "Can LLMs Leverage Observational Data? Towards Data-Driven Causal Discovery with LLMs", Yuni Susanti, Michael Färber. Paper. Slides. Video.
3:30 - 4:00 PM - Coffee break
4:00 - 5:00 PM - Keynote 2: Dr. Kun Zhang
Title: Causal Representation Learning and Generative AI
Video: https://youtu.be/UwcitNXphog?si=vE32MpUYhnjhC11C
5:00 - 5:15 PM - Paper 2: "Exploring LLMs for Causal Discovery in Cyber-Physical Systems", Katrin Ehrenmüller, Paul Maurer, Fajar J. Ekaputra, Marta Sabou, Konrad Diwol. Paper. Slides. Video.
5:15 - 5:30 PM - Paper 3: "Prompting or Fine-tuning? Exploring Large Language Models for Causal Graph Validation", Yuni Susanti, Nina Holsmoelle. Paper. Slides. Video.
5:30 - 5:35 PM - Concluding remarks