- (11/20) We updated invited speakers for the workshop and added notes for submission.
- (11/13) We updated invited speakers for the workshop.
Call for Participation
We invite submissions to the AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration, to be held in Philadelphia during the AAAI 2025 conference (February 25 - March 4, 2025).
Overview:
This full-day workshop seeks to ignite discussion on cutting-edge research areas and challenges associated with multi-agent collaboration driven by large language models (LLMs). As LLMs continue to showcase the ability to coordinate multiple AI agents for complex problem-solving, the workshop will delve into pivotal open research questions that advance the understanding and potential of LLM-based multi-agent collaboration.
We welcome submissions on topics including, but not limited to:
- Multi-agent collaboration structures, hierarchy and decision making
- Cross-agent knowledge sharing
- Inter-agent communication protocols
- Distributed and decentralized agents
- Multi-agent group behavior learning
- Strategic planning for multi-agent problem-solving
- Guardrails and responsible behaviors in multi-agent systems
Submission Guidelines:
We welcome both short papers (up to 4 pages) and long papers (up to 8 pages) following the AAAI format. Submissions may include recently published work, under-review papers, work in progress, and position papers. All submissions will undergo peer review through a single-blind process. While workshop publication is non-archival, accepted papers will be featured on our website with author permission.
- Please submit your paper with author names anonymized.
- The page limit (4 pages for short and 8 pages for long papers) does not include references or appendices. The references and appendices can have unlimited number of pages.
Submission site:
Please submit your work via: OpenReview Submission Link
Important Dates:
- Submission deadline: November 24, 2024 AOE
- Notification of acceptance: December 9, 2024
- Early Workshop Registeration: Coming soon
- Camera Ready Deadline: Coming soon
- Workshop date: March 3rd or March 4th ( to be determined )
Invited Speakers
Following are confirmed invited speakers, ordered by last name:
- Vivian Chen, Professor, National Taiwan University
- Kyunghyun Cho, Professor, New York University
- Yilun Du, Google DeepMind
- Dilek Hakkani-Tür, Professor, University of Illinois Urbana-Champaign
- Katia Sycara, Professor, Carnegie Mellon University
Workshop Agenda
The workshop features invited talks, oral presentations, a lightning talk session, poster session, and panel discussion. More details on invited speakers and workshop agenda can be found on our website.
The table below shows a tentative workshop agenda. Note that the actual agenda will be adjusted according to the conference schedule.
| Start | End | Duration | |
|---|---|---|---|
| 9:00 | 9:05 | 5 mins | Opening Remarks |
| 9:05 | 9:50 | 45 mins | Invited Talk 1 |
| 9:50 | 10:10 | 20 mins | Oral Presentation - Paper 1 |
| 10:10 | 10:25 | 15 mins | Coffee Break |
| 10:25 | 11:10 | 45 mins | Invited Talk 2 |
| 11:10 | 11:30 | 20 mins | Lightning Talk Session |
| 11:30 | 12:30 | 60 mins | Poster Session |
| 12:30 | 13:50 | 80 mins | Lunch Break |
| 13:50 | 14:35 | 45 mins | Invited Talk 3 |
| 14:35 | 15:20 | 45 mins | Invited Talk 4 |
| 15:20 | 15:35 | 15 mins | Coffee Break |
| 15:35 | 15:55 | 20 mins | Oral Presentation - Paper 2 |
| 15:55 | 16:45 | 50 mins | Panel Discussion |
| 16:45 | 17:00 | 15 mins | Coffee Break |
| 17:00 | 17:20 | 20 mins | Oral Presentation - Paper 3 |
| 17:20 | 17:30 | 10 mins | Award & Closing Remarks |
Attendance
- All presentations will be in-person.
- In-person participation is encouraged but remote participation will be supported for talks.
- All workshop attendees (in-person/remote) need to register for the workshop section of AAAI 2025.
Organizers:
- Alborz Geramifard (Meta)
- Alex Marin (Microsoft)
- Raphael Shu (Amazon AWS GenAI)
- Tao Yu (The University of Hong Kong)
- Weiyan Shi (Northeastern University)
- Yi Zhang (Amazon AWS GenAI)
Contact:
For questions, please contact us at pc@multiagents.org
More information can be found on our workshop website: https://multiagents.org
We look forward to your submissions and to seeing you at AAAI 2025!