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Proceedings of the 2025 AAAI Fall Symposium Series
Vol. 7 No. 1Edited by Ron Petrick, Christopher Geib
November 6-8, 2025, Arlington, Virginia, 2025.Published by The AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved. No part of this proceedings may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.
ISSN 2994-4317
ISBN-10 1-57735-905-4
ISBN-13 978-1-57735-905-0The Association for the Advancement of Artificial Intelligence’s 2025 Fall Symposium Series (FSS-25) was held on November 6-8, 2025 in Arlington, Virginia. This AAAI Symposium Series fosters a more intimate environment, enabling emerging AI communities to engage in workshop-style discussions. The topics change each year, ensuring a dynamic venue that stays current with the evolving landscape of AI research and applications.
This year, the program included the following six symposia:
- AI for Social Good: Emerging Methods, Measures, Data, and Ethics
- AI Trustworthiness and Risk Assessment for Challenged Contexts (ATRACC)
- Engineering Safety-Critical AI Systems
- First AAAI Symposium on Quantum Information & Machine Learning (QIML): Bridging Quantum Computing and Artificial Intelligence
- Safe, Ethical, Certified, Uncertainty-aware, Robust, and Explainable AI for Health (SECURE-AI4H)
- Unifying Representations for Robot Application Development
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Proceedings of the 2025 AAAI Summer Symposium Series
Vol. 6 No. 1Edited by Christopher W. Geib, Ron Petrick, Abrar Ullah
May 20–22, 2025, Dubai, UAE.Published by The AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved. No part of this proceedings may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.
ISSN 2994-4317
ISBN-10 1-57735-899-6
ISBN-13 978-1-57735-899-2The Association for the Advancement of Artificial Intelligence’s 2025 Summer Symposium Series was held on May 20 - May 22, 2025 in Dubai, UAE. This AAAI Symposium Series fosters a more intimate environment, enabling emerging AI communities to engage in workshop-style discussions. The two and one-half day format of the series allows participants to devote considerably more time to feedback and discussion than typical one-day workshops. The topics change each year, ensuring a dynamic venue that stays current with the evolving landscape of AI research and applications.
This year, the program included the following four symposia:
- AI-Driven Resilience: Building Robust, Adaptive Technologies for a Dynamic World
- AI in Business: Intelligent Transformation and Management
- Context-Awareness in Cyber-Physical Systems
- Human-AI Collaboration: Exploring diversity of human cognitive abilities and varied AI models for hybrid intelligent systems
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Proceedings of the 2025 AAAI Spring Symposium Series
Vol. 5 No. 1Edited by Ron Petrick, Christopher Geib
March 31-April 2, 2025, San Francisco Airport Marriott Waterfront, Burlingame, California, USA.Published by The AAAI Press, Washington, DC, USA
Copyright © 2025, Association for the Advancement of Artificial Intelligence
601 Pennsylvania Ave, NW, Suite 900, Washington, DC 20004
All Rights Reserved. No part of this proceedings may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.
ISSN 2994-4317
ISBN-10 1-57735-898-8
ISBN-13 978-1-57735-898-5The Association for the Advancement of Artificial Intelligence’s 2025 Spring Symposium Series was held on March 31 - April 2, 2025 in Burlingame, California. This AAAI Symposium Series fosters a more intimate environment, enabling emerging AI communities to engage in workshop-style discussions. The topics change each year, ensuring a dynamic venue that stays current with the evolving landscape of AI research and applications.
This year, the program included the following eight symposia:
- AI for Engineering and Scientific Discoveries
- AI for Health Symposium: Leveraging Artificial Intelligence to Revolutionize Healthcare
- Current and Future Varieties of Human-AI Collaboration
- GenAI@Edge: Empowering Generative AI at the Edge
- Human-Compatible AI for Well-being: Harnessing Potential of GenAI for AI-Powered Science
- Machine Learning and Knowledge Engineering for Trustworthy Multimodal and Generative AI (AAAI-MAKE)
- Symposium on Child-AI Interaction in the Era of Foundation Models
- Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation
The Association for the Advancement of Artificial Intelligence’s 2025 Spring Symposium Series was held on March 31 - April 2, 2025 in Burlingame, California. This AAAI Symposium Series fosters a more intimate environment, enabling emerging AI communities to engage in workshop-style discussions. The topics change each year, ensuring a dynamic venue that stays current with the evolving landscape of AI research and applications.
This year, the program included the following eight symposia:
- AI for Engineering and Scientific Discoveries
- AI for Health Symposium: Leveraging Artificial Intelligence to Revolutionize Healthcare
- Current and Future Varieties of Human-AI Collaboration
- GenAI@Edge: Empowering Generative AI at the Edge
- Human-Compatible AI for Well-being: Harnessing Potential of GenAI for AI-Powered Science
- Machine Learning and Knowledge Engineering for Trustworthy Multimodal and Generative AI (AAAI-MAKE)
- Symposium on Child-AI Interaction in the Era of Foundation Models
- Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation
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Proceedings of the 2024 AAAI Fall Symposia
Vol. 4 No. 1Edited by Feras A. Batarseh, Frank Stein
November 7-9, 2024, Arlington, Virginia, 2024.Published by The AAAI Press, Washington, DC, USA
Copyright © 2024, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved. No part of this proceedings may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.
ISSN 2994-4317
ISBN-10 1-57735-894-5
ISBN-13 978-1-57735-894-7The Association for the Advancement of Artificial Intelligence’s 2024 Fall Symposium Series was held on November 7-9, 2024, at Westin Arlington Gateway, in Arlington, Virginia. This AAAI Symposium Series fosters a more intimate environment, enabling emerging AI communities to engage in workshop-style discussions. The topics change each year, ensuring a dynamic venue that stays current with the evolving landscape of AI research and applications.
The program included the following eight symposia:
- AI Trustworthiness and Risk Assessment for Challenging Contexts (ATRACC)
- Artificial Intelligence for Aging in Place
- Integrated Approaches to Computational Scientific Discovery
- Large Language Models for Knowledge Graph and Ontology Engineering (LLMs for KG and OE)
- Machine Intelligence for Equitable Global Health (MI4EGH)
- Unifying Representations for Robot Application Development
- Using AI to Build Secure and Resilient Agricultural Systems: Leveraging AI to mitigate Cyber, Climatic and Economic Threats in Food, Agricultural, and Water (FAW) Systems.
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Proceedings of the 2024 AAAI Spring Symposium Series
Vol. 3 No. 1Edited by Ron Petrick, Christopher Geib
March 25-27, 2024, Stanford University, Stanford.Published by The AAAI Press, Washington, DC, USA
Copyright © 2024, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved. No part of this proceedings may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.
ISSN 2994-4317
ISBN-10 1-57735-888-0
ISBN-13 978-1-57735-888-6The Association for the Advancement of Artificial Intelligence’s 2024 Spring Symposium Series was held on March 25-27, 2024, at Stanford University, in Stanford, California. This AAAI Symposium Series fosters a more intimate environment, enabling emerging AI communities to engage in workshop-style discussions. The topics change each year, ensuring a dynamic venue that stays current with the evolving landscape of AI research and applications.
This year, the program included the following eight symposia:
- Bi-directionality in Human-AI Collaborative Systems
- Clinical Foundation Models Symposium
- Empowering Machine Learning and Large Language Models with Domain and Commonsense Knowledge (AAAI-MAKE 2024)
- Federated Learning on the Edge
- Impact of GenAI on Social and Individual Well-being
- Increasing Diversity in AI Education and Research
- Symposium on Human-Like Learning
- User-Aligned Assessment of Adaptive AI Systems
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Proceedings of the 2023 AAAI Fall Symposia
Vol. 2 No. 1Edited by Christopher Geib, Ron Petrick
October 25-27, 2023, Arlington, Virginia, 2023.Published by The AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved. No part of this proceedings may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.ISSN 2994-4317
ISBN-10 1-57735-885-6
ISBN-13 978-1-57735-885-5
The Association for the Advancement of Artificial Intelligence’s 2023 Fall Symposium Series was held on October 25-27, 2023, at the Westin Arlington Gateway in Arlington, Virginia. The series format affords participants a smaller, more intimate setting to devote more time to feedback and discussion. These less formal group discussions are ideal for sparking conversation and bringing together new communities in emerging AI fields.The program included the following seven symposia:
- Agent teaming in mixed-motive situations
- Artificial Intelligence and Climate: The Role of AI in a Climate-Smart Sustainable Future
- Artificial Intelligence for Human-Robot Interaction (AI-HRI)
- Assured and Trustworthy Human-centered AI (ATHAI)
- Integration of Cognitive Architectures and Generative Models
- Second Symposium on Survival Prediction: Algorithms, Challenges, and Applications (SPACA)
- Unifying Representations for Robot Application Development
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Proceedings of the Inaugural 2023 Summer Symposium Series 2023
Vol. 1 No. 1Edited by Harold Soh, Christopher Geib, Ron Petrick
July 17–19, 2023, Singapore, 2023.
Published by The AAAI Press, Washington, DC, USA
Copyright © 2023, Association for the Advancement of Artificial Intelligence
1101 Pennsylvania Ave, NW, Suite 300, Washington, DC 20004
All Rights Reserved. No part of this proceedings may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.
ISSN 2994-4317
The inaugural AAAI Summer Symposium Series was held on July 17-19, 2023, in Singapore. The series was designed to bring colleagues together in an intimate forum while at the same time providing a significant gathering point for the AI community. The program included the following five symposia over the two- and one-half-days:- AI x Metaverse
- Artificial Intelligence for FinTech (AI4FinTech)
- Building Connections: From Human-Human to Human-AI Collaboration
- Embodied Intelligence
- Second Symposium on Human Partnership with Medical AI: Design, Operationalization, and Ethics