(12/1) To reviewers: Review deadline is Dec 13th. Please let us know if you cannot submit your review by then.
- (11/30) We have assigned reviewers for the submitted papers. Reviewers will be notified via email, review deadline is Dec 13th.
- (11/24) Due to multiple requests, we decided to extend the submission deadline by 3 days to November 27th (AOE). The date for notification of acceptance is also adjusted accordingly.
- (11/22) Please contact pc@multiagents.org if you have any question on submission.
- (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.
More details on review process We have configured the OpenReview system so that the chairs can see the author names and assign reviewers accordingly. However, when the papers are reviewed, the author names will be blind to paper reviewers.
Submission site:
Please submit your work via: OpenReview Submission Link
Review Guidelines:
As WMAC 2025 will be hosted at AAAI, we would like to remind reviewers to follow AAAI review policy that all submissions have to be kept confidential. In your review, please be explicit about the pros and cons and provide constructive feedback for the authors.
The submitted papers cannot be uploaded into any system that does not ensure that they are not shared with others. This includes also prompting Large Language Models with papers or parts of them, because these systems may disclose part of the prompt to other users.
We would also like to remind reviewers that they are fully responsible for the entire content of their reviews, so tools can be used to improve the wording of the review but not to generate its content.
Important Dates:
- Submission deadline:
November 24, 2024 AOENovember 27, 2024 AOE - Paper Review Deadline: December 13, 2024
- Notification of acceptance:
December 9, 2024December 18, 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!