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Workshop Schedule

Date: Oct 10, 2025

Location: Montreal, Canada. Co-located with COLM ‘25.

Schedule Overview

TimeActivitySpeaker
08:55 - 09:00Opening RemarksWorkshop Organizers
09:00 - 09:30Invited Talk #1Jennifer Sun
Title: Accelerating Knowledge & Discovery in Scientific Workflows
09:30 - 10:00Invited Talk #2Abbas Mehrabian
Title: AlphaEvolve for mathematical discovery
10:00 - 10:30Invited Talk #3Alán Aspuru-Guzik
Title: El Agente Esta Presente
10:30 - 11:15Panel Discussion #1Jennifier, Abbas, Alán and Organizers
11:15 - 11:30Break
11:30 - 13:00Poster SessionAccepted Papers
13:00 - 14:30Lunch Break
14:30 - 15:00Invited Talk #4Diyi Yang
Title: A Human-Centered Perspective on Automaton Research
15:00 - 15:30Invited Talk #5David Sontag
Title: Driving medical discovery through scalable chart review from medical records with LLMs
15:30 - 16:00Invited Talk #6Dan Weld
Title: Intelligence Augmentation for Scientific Researchers
16:00 - 16:30Invited Talk #7Markus Buehler
Title: Superintelligence for scientific discovery
16:30 - 16:40Break
16:40 - 17:25Panel Discussion #2Diyi, David, Dan, Markus and Organizers
17:25 - 17:30Closing Remarks / Best Papers AnnouncementWorkshop Organizers

About Our Keynote Speakers

Our workshop will feature seven distinguished speakers from both academia and industry with diverse backgrounds in Machine Learning (ML), Natural Language Processing (NLP), Human-Computer Interaction (HCI), as well as other scientific disciplines such as chemistry, biomedicine, and materials science.

Important Notes

  • Poster presentations will be selected from accepted papers.
  • A shared task will be featured during the poster session.
  • Best paper awards will be presented during the closing remarks.

Note: This schedule is tentative and subject to change.

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