Research

研究

  • Home
  • 研究業績
  • 応用研究

    • 研究業績

    カテゴリー

    研究領域

    年

    • 国際会議
      応用研究

      Degree-Mass Message Passing for Betweenness Ranking in Directed and Undirected Networks

      Justin Dachille*, Aurora Rossi*, Sunil Kumar Maurya, Frederik Mallmann-Trenn, Xin Liu, Frédéric Giroire, Tsuyoshi Murata, Emanuele Natale (*equal contribution)

      Proceedings of the 35th ACM International Conference on Information and Knowledge Management (CIKM 2026), November 2026

    • 国際会議
      応用研究 機械学習一般

      Temporal-Aware Graph Attention for Sequential Knowledge Tracing

      Sunil Kumar Maurya, Makoto Kawano, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of the 35th ACM International Conference on Information and Knowledge Management (CIKM 2026), November 2026

    • 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
      応用研究

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

      [paper]

      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

      [paper]

      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

    • 論文誌
      応用研究

      A Review of the Science of Team Science: Data Sources, Research Methods, Disciplinary Characteristics, and Research Topics

      [paper]

      Rui Liu, Yi Zhao, Eunji Jeon, Yi Bu, Irene Li, Yongjun Zhu

      Journal of Informetrics, 2026

    • 国際会議
      LLM / NLP 応用研究

      ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

      [paper]

      Yusuke Watanabe, Yohei Kobashi, Takeshi Kojima, Yusuke Iwasawa, Yasushi Okuno, Yutaka Matsuo

      Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Industry Track, July 2026