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    • 国際会議
      応用研究 機械学習一般

      Rotation-Invariant Vector Normalization for Molecular Force Learning

      Bum Jun Kim, Hyeyun Jeong

      Proceedings of the 40th Annual Conference on Neural Information Processing Systems (NeurIPS 2026), December 2026

    • 国際会議
      応用研究 機械学習一般

      Exactness Matters for Physical Rule Enforcement

      Bum Jun Kim

      Proceedings of the 40th Annual Conference on Neural Information Processing Systems (NeurIPS 2026), December 2026

    • 国際会議
      LLM / NLP 応用研究

      Training-Free Residual-Guided Retrieval for Multi-hop KGQA with Single-Step LLM Inference

      Keito Sei, Sunil Kumar Maurya, Yohei Kobashi, Yutaka Matsuo

      Proceedings of the 5th Asia-Pacific Chapter of the Association for Computational Linguistics and the 15th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2026), Main, November 2026

    • 国際会議
      応用研究 機械学習一般

      Visual Similarity and Structural Aggregation in Examiner-Citation Networks for GNN Evaluation

      [paper]

      Soichi Onozuka, Yohei Kobashi, Takaaki Ohnishi, Yutaka Matsuo

      Proceedings of the 25th IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2026), Short Paper, December 2026

    • 国際会議
      LLM / NLP 応用研究 機械学習一般

      Lightweight Ban Prediction in YouTube Live-Stream Chat: Per-Genre Feature Selection and Automatic Genre Assignment

      Ryotaro Hamada, Yohei Kobashi, Hiroto Sudo, Yutaka Matsuo

      Proceedings of the 25th IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2026), Regular Paper, December 2026

    • 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