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    • 論文誌
      応用研究

      Japanese-Language AI Agent System for Human Papillomavirus Vaccine Infoveillance and Public Communication: Development and Feasibility Evaluation

      [paper]

      Junyu Liu, Siwen Yang, Dexiu Ma, Qian Niu*, Zequn Zhang, Momoko Nagai-Tanima, Tomoki Aoyama (*Project Leader)

      JMIR Infodemiology, Vol. 6, e90295, May 2026

    • 論文誌
      LLM / NLP 応用研究

      When medical AI fails outside English

      [paper]

      Irene Li, Hardy Kagimoto, Yusuke Iwasawa, Yutaka Matsuo, Ethan Goh

      BMJ Digital Health & AI, Vol. 2, No. 1, e000038, Editorial (Invited), 2026

    • 国際会議
      応用研究

      BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

      Guangqian Yang, Tong Ding, Wenlong Hou, Yue Xun, Ye Du, Qian Niu, Shujun Wang

      Proceedings of the 29th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2026), Early Accept, October 2026

    • 国際会議
      応用研究

      PRA-PoE: Robust Multimodal Alzheimer’s Disease Classification under Arbitrary Modality Missingness

      Guangqian Yang, Ye Du, Wenlong Hou, Qian Niu, Shujun Wang

      Proceedings of the 29th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2026), Early Accept, October 2026

    • 国際会議
      LLM / NLP

      Steering at the Source: Style Modulation Heads for Robust Persona Control

      [paper]

      Steering at the Source　Style Modulation Heads for Robust Persona Control

      Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), July 2026

    • 国際会議
      LLM / NLP

      Emergent Analogical Reasoning in Transformers

      [paper]

      Gouki Minegishi, Jingyuan Feng, Hiroki Furuta, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), Spotlight, July 2026

    • 国際会議
      強化学習

      Emergence of Exploration in Policy Gradient Reinforcement Learning via Retrying

      Soichiro Nishimori, Paavo Parmas, Sotetsu Koyamada, Tadashi Kozuno, Toshinori Kitamura, Shin Ishii, Yutaka Matsuo

      Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), July 2026

    • 国際会議
      理論 表現学習

      Discovering Scaling Exponents with Physics-Informed Müntz-Szász Networks

      [paper]

      Gnankan Landry Regis N’guessan, Bum Jun Kim

      Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), July 2026

    • 国際会議
      理論 表現学習

      Unlocking Noise-Resistant Vision: Key Architectural Secrets for Robust Models Against Gaussian Noise

      [paper]

      Bum Jun Kim, Makoto Kawano, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), July 2026

    • 国際会議
      LLM / NLP

      Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise

      [paper]

      Keno Harada, Lui Yoshida, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of the 30th Conference on Computational Natural Language Learning (CoNLL 2026), July 2026