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On-site workshop attendance instructions:
WMAC 2025 will be held on March 4, 2025. Workshop room is Room 123 (Pennsylvania Convention Center).
Workshop Agenda
The AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration (WMAC 2025) features a full day of engaging sessions including invited talks from leading researchers, oral presentations of selected papers, lightning talks, poster presentations, and a panel discussion.
| Time | Session | Details |
|---|---|---|
| Morning Sessions | ||
| 9:00 - 9:05 | Opening Remarks | • Welcome from workshop organizers |
| 9:05 - 9:40 | Invited Talk 1 | • Speaker: Katia Sycara (Carnegie Mellon University) • Title: LLM based Teamwork: Promises and Challenges |
| 9:40 - 10:15 | Invited Talk 2 | • Speaker: Kyunghyun Cho (New York University) • Title: A multi-modal, multi-agent system - A minimalistic framework to study multi-agent systems |
| 10:15 - 10:30 | Oral Presentation 1 | • Paper: Talking Vehicles: Cooperative Driving via Natural Language • Authors: Jiaxun Cui, Chen Tang, Jarrett Holtz, Janice Nguyen, Alessandro G Allievi, Hang Qiu, Peter Stone • View Talk |
| 10:30 - 11:00 | Morning Break | |
| 11:00 - 11:15 | Oral Presentation 2 | • Paper: Aligning Compound AI Systems via System-level DPO • Authors: Xiangwen Wang, Yibo Jacky Zhang, Zhoujie Ding, Katherine Tsai, Sanmi Koyejo • View Talk |
| 11:15 - 11:35 | Lightning Talk Session | • Brief presentations from poster presenters • 1 minute per presentation |
| 11:35 - 12:30 | Poster Session | • Interactive discussions with authors • All accepted posters will be presented |
| 12:30 - 14:00 | Lunch Break | |
| Afternoon Sessions | ||
| 14:00 - 14:35 | Invited Talk 3 | • Speaker: Vivian Chen (National Taiwan University) • Title: Optimizing Interaction and Intelligence --- Multi-Agent Simulation and Collaboration for Personalized Marketing and Advanced Reasoning |
| 14:35 - 15:10 | Invited Talk 4 | • Speaker: Zora Wang (Carnegie Mellon University) • Title: Building TheAgentCompany: Benchmarking Consequential Real-World Tasks and Adaptive Knowledge Learning |
| 15:10 - 15:25 | Oral Presentation 3 | • Paper: Improving Multi-Agent Debate with Sparse Communication Topology • Authors: Yunxuan Li, Yibing Du, Jiageng Zhang, Le Hou, Peter Grabowski, Yeqing Li, Eugene Ie • View Talk |
| 15:30 - 16:00 | Afternoon Break | |
| 16:00 - 16:45 | Panel Discussion | • Topic: Future Directions in LLM-Based Multi-Agent Collaboration |
| 16:45 - 17:00 | Awards & Closing | • Best Paper Award • Closing remarks from workshop organizers • Final announcements |
Attendance Information
- All presentations will be conducted in-person at Room 123, Pennsylvania Convention Center
- Remote participation is supported for talk sessions
- All attendees (in-person/remote) must register for the AAAI 2025 workshop section
- Questions? Contact us at pc@multiagents.org