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    • 国際会議
      LLM / NLP

      HealthGenie: An Knowledge-Driven LLM Framework for Tailored Dietary Guidance

      [paper]

      Fan Gao, Xinjie Zhao, Ding Xia, Zhongyi Zhou, Rui Yang, Jinghui Lu, Hang Jiang, Chanjun Park and Irene Li

      Conference on Information and Knowledge Management (CIKM 2025), October 2025

    • 国際会議
      LLM / NLP

      AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots

      [paper] [poster]

      Xinjie Zhao, Moritz Blum, Fan Gao, Yingjian Chen, Boming Yang, Luis Marquez-Carpintero, Mónica Pina-Navarro, Yanran Fu, So Morikawa, Yusuke Iwasawa, Yutaka Matsuo, Chanjun Park and Irene Li

      Conference on Information and Knowledge Management (CIKM 2025), October 2025

    • 国際会議
      LLM / NLP

      An in-depth human study of the mathematical reasoning abilities in Large Language Models

      [paper]

      Carolina Dias-Alexiou, Edison Marrese-Taylor, Yutaka Matsuo

      Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL 2025), Workshop, July 2025

    • 国際会議
      表現学習

      CityNav: A Large-Scale Dataset for Real-World Aerial Navigation

      [paper] [slide] [poster] [misc]

      Jungdae Lee*, Taiki Miyanishi*, Shuhei Kurita, Koya Sakamoto, Daichi Azuma, Yutaka Matsuo, Nakamasa Inoue (* denotes equally contributed)

      International Conference on Computer Vision (ICCV 2025)

    • 国際会議
      LLM / NLP

      GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields

      [paper] [slide] [poster]

      Shunsuke Yasuki, Taiki Miyanishi, Nakamasa Inoue, Shuhei Kurita, Koya Sakamoto, Daichi Azuma, Masato Taki, Yutaka Matsuo

      International Conference on Computer Vision (ICCV 2025)

    • 国際会議
      強化学習 理論

      A Unified MDP Framework for Solving Robust, Convex, Multi-Discount Constraints, and Beyond

      [paper]

      Toshinori Kitamura, Arnob Ghosh, Tadashi Kozuno, Kenta Hoshino, Yohei Hosoe, Kazumi Kasaura, Wataru Kumagai, Paavo Parmas, Yutaka Matsuo

      Proceedings of the Reinforcement Learning Conference (RLC 2025), Finding the Frame Workshop, June 2025

    • 国際会議
      LLM / NLP 応用研究

      Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs

      [paper]

      Yingjian Chen, Feiyang Li, Xingyu Song, Tianxiao Li, Zixin Xu, Xiujie Chen, Issey Sukeda, Irene Li

      Proceedings of the Conference on Artificial Intelligence in Medicine (AIME 2025), SLM4Health Workshop, June 2025

    • 国際会議
      応用研究

      Graphusion: A RAG Framework for Scientific Knowledge Graph Construction with a Global Perspective

      [paper]

      Rui Yang, Boming Yang, Xinjie Zhao, Fan Gao, Aosong Feng, Sixun Ouyang, Moritz Blum, Tianwei She, Yuang Jiang, Freddy Lecue, Jinghui Lu, Irene Li

      Proceedings of the ACM Web Conference (WWW 2025), NLP4KGC Workshop, May 2025

    • 国際会議
      ロボティクス 応用研究

      Middleware-Transparent Callback Enforcement in Commoditized Component-Oriented Real-Time Systems

      Takahiro Ishikawa-Aso, Atsushi Yano, Takuya Azumi, Shinpei Kato

      Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2025), May 2025

    • 国際会議
      応用研究

      Lightweight and assembly-friendly single-sided permanent magnet array design based on Inward-Outward (IO) ring units

      Junqi Yang, Ruian Qin, Yifeng Jiang, Zhongchao Zhou, Anieyrudh R, Shao Ying Huang, Wenwei Yu

      Proceedings of the International Society for Magnetic Resonance in Medicine Annual Meeting (ISMRM 2025), May 2025