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IJCAI-25圆满落幕,AI前沿技术与应用聚焦蒙特利尔
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第34届人工智能联合会议(IJCAI-25)在加拿大蒙特利尔成功举办。会议汇集了众多人工智能领域的专家学者,涵盖了主题演讲、教程、研讨会、竞赛以及口头和海报展示等多种形式。大会表彰了在可解释性、多智能体强化学习、AI生成音乐、AI解释性以及运动捕捉技术等方面的杰出研究。此外,会议还探讨了AI在药物研发、安全隐私和艺术创作等领域的应用,并对通用人工智能与超级人工智能的未来进行了展望。本次会议为AI研究者提供了深入交流和分享最新成果的平台。

🌟 **IJCAI-25 聚焦AI前沿研究与应用:** 会议在加拿大蒙特利尔举行,展示了包括可解释性、多智能体强化学习、AI生成音乐、运动捕捉技术优化等在内的多项AI前沿技术。Cynthia Rudin因其在机器学习可解释性方面的贡献荣获IJCAI 2025 McCarthy奖,Emery Neufeld等人的“结合MORL与约束来学习规范行为”获得IJCAI杰出论文奖,彰显了AI研究的深度与广度。

🎵 **AI在艺术与音乐领域的创新探索:** 本次会议关注AI在创意领域的应用,Liliane-Caroline Demers展示了AI生成音乐的研究成果。此外,Masatoshi Hamanaka的“RoboSax Melody Slot Machine”等艺术装置也亮相AI艺术画廊,体现了AI与艺术的跨界融合,为参会者带来了独特的体验。

🔬 **AI在科学与工程领域的实践应用:** 会议深入探讨了AI在药物研发中的作用,Heng Ji的讲座阐述了分子合成在药物开发中的成熟度。同时,Garment Inertial Poser技术展示了如何通过非侵入式方式实现全身运动捕捉,为动作分析和虚拟现实等领域带来了实用性提升。

💡 **AI伦理、未来与个人成长:** Cynthia Rudin在演讲中探讨了AI的伦理边界,强调技术掌握在谁手中至关重要。会议还关注了AI的长期发展,包括通用人工智能(AGI)和人工智能超级智能(ASI)的可能性。此外,早期职业研究者如Marynel Vázquez的受邀演讲,以及Rina Dechter荣获的IJCAI研究卓越奖,都激励着新一代AI研究者。

🤝 **AI研究的交流与合作平台:** IJCAI-25不仅是技术展示的平台,更是促进合作与交流的场所。包括用户对齐的自适应AI系统研讨会,以及AI伦理、安全与隐私(如Federated Learning)等议题的讨论,都为研究者提供了宝贵的交流机会,推动了AI领域的共同进步。


The 34rd International Joint Conference on Artificial Intelligence (IJCAI-25) took place in Montréal, Canada, from 16-22 August. The programme featured keynote talks, tutorials, workshops, competitions, and oral and poster presentations. Find out what the participants got up to during the main part of the conference. Part one of our round-up can be found here.

Cynthia Rudin addressed the squishiness of interpretability in machine learning during her winning talk as the recipient of the IJCAI 2025 McCarthy Award. #IJCAI2025 #AI

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— IJCAIconf (@ijcai.org) 19 August 2025 at 19:08

The Conference Chair announces IJCAI Distinguished Papers. Congratulations to Emery Neufeld, Agata Ciabattoni, Radu Tulcan for their paper “Combining MORL with Restraining Bolts to Learn Normative Behaviour.” #Talk Aug 20@10:00 @Knowledge Representation & Reasoning #IJCAI2025

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— IJCAIconf (@ijcai.org) 19 August 2025 at 20:23

Liliane-Caroline Demers, AI Hub Ambassador for the IJCAI 2025 Local Arrangements Committee and a recent master’s graduate, conducts research on AI-generated music. She presented at the 2nd Workshop on the Composite AI 🎶 Listen to her 90-sec pitch: youtube.com/watch?v=QzhS… #IJCAI2025

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— IJCAIconf (@ijcai.org) 19 August 2025 at 20:17

Our 2020 paper "Using Ontologies to Enhance Human Understandability of Global Post-Hoc Explanations of Black-Box Models" with Roberto Confalonieri, Fermin Moscoso and @tarekbesold.bsky.social was given the 2025 AIJ Prominent Paper Award at #IJCAI2025 🎉.
www.sciencedirect.com/science/arti…

— Tillman Weyde (@tweyde.bsky.social) 19 August 2025 at 18:53

Masatoshi Hamanaka's RoboSax Melody Slot Machine 🎷where robots play jazz! #IJCAI2025 Drop by the AI Art Gallery in the coming days for guided tours. 2025.ijcai.org/ijcai-2025-a…

#Montreal

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— IJCAIconf (@ijcai.org) 19 August 2025 at 23:43

Explaining why molecular synthesis in drug development is more mature than manual discovery. – Heng Ji, an invited talk #IJCAI2025 #Montreal #AIHealth

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— IJCAIconf (@ijcai.org) 20 August 2025 at 14:15

#IJCAI2025 Chathurangi Shyalika, and Renjith Prasad, University of South Carolina, delivering their talk #9047: NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines at the #AI4Tech session.

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— IJCAIconf (@ijcai.org) 21 August 2025 at 22:22

#Testimonial As a volunteer on the IJCAI social media team documenting for the annals of history, Elnathan Tiokou has spent the past 5 years advancing research on AI security and privacy, with a special focus on Federated Learning in sensitive data domains. #IJCAI2025

#Montreal #AIcanada

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— IJCAIconf (@ijcai.org) 21 August 2025 at 22:48

''The principle that sparked and shaped my research in the field of automated reasoning was that of tractable islands.'' – Rina Dechter, 2025 IJCAI Research Excellence Award recipient @ #IJCAI2025 Award Talk #Montreal

linkedin.com/posts/ijcai-…

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— IJCAIconf (@ijcai.org) 22 August 2025 at 20:24

How far are we from Artificial General Intelligence—and what might follow as Artificial Superintelligence? IJCAI Closing Panel opened by James Kwok, #IJCAI2025 Programe Chair.
share.google/DbB2Ky20bCc3…

#Montreal #AI

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— IJCAIconf (@ijcai.org) 22 August 2025 at 21:06

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IJCAI-25 人工智能 AI 蒙特利尔 Montreal 机器学习 Machine Learning AI伦理 AI Ethics AGI ASI
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