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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
      機械学習一般 理論

      Per-Loss Adapters for Gradient Conflict in Physics-Informed Neural Networks

      Bum Jun Kim, Gnankan Landry Regis N’guessan

      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
      コンピュータービジョン

      The Shape of Events: Edge-Based Inductive Biases via Cross-Domain Distillation

      [paper] [misc]

      Shunsuke Yasuki, Soshun Kihara, Masato Taki

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

    • 国際会議
      LLM / NLP 医療AI

      JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation

      Yue Xun, Junyu Liu, Qian Niu, Xinyi Wang, Zheng Yuan, Zirui Li, Zequn Zhang, Bowen Zhao, Shujun Wang, Irene Li, Kan Hatakeyama-Sato, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of the 40th Annual Conference on Neural Information Processing Systems (NeurIPS 2026), Evaluations & Datasets Track, 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
      LLM / NLP

      From Chains to Graphs: Self-Structured Reasoning for General-Domain LLMs

      Yingjian Chen, Haoran Liu, Yinhong Liu, Sherry T. Tong, Aosong Feng, Jinghui Lu, Juntao Zhang, Yusuke Iwasawa, Yutaka Matsuo, Irene Li

      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), Findings, 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

    • 論文誌
      機械学習一般 生成モデル

      FasTARFlow: Distilling Transformer-based Autoregressive Flows into Fast Inverse Autoregressive Models

      Kai Yamashita, Shohei Taniguchi, Masahiro Suzuki, Yutaka Matsuo

      Neurocomputing, 2026