Research

研究

  • Home
  • 研究業績

    • 研究業績

    カテゴリー

    研究領域

    年

    • 論文誌
      ロボティクス

      Offline-Trained GAN-Augmented Highly Adaptive Control with Multi-DoF Fusion for Pneumatic Soft Surgical Robots

      Yuxi Lu, Zhongchao Zhou*, Yanmin Zhou, Zhipeng Wang, Shuo Jiang, Wenwei Yu, Bin He. “Offline-Trained GAN-Augmented Highly Adaptive Control with Multi-DoF Fusion for Pneumatic Soft Surgical Robots”. * Corresponding author

      IEEE Transactions on Automation Science and Engineering (T-ASE)

    • 国際会議
      生成モデル

      One-shot Portrait Stylizaiton via Geometric Alignment

      Xinrui Wang, Zilin Guo, Zhuoru Li, Jinze Yu, Heng Zhang, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      Proceedings of The IEEE/CVF Winter Conference on Applications of Computer Vision 2026（WACV2026）

    • 国内会議
      LLM / NLP

      指値配分を連続確率分布化した深層学習によるマーケットメイキング

      [paper] [slide]

      久保 健治, 中川 慧

      金融情報学研究会第35回研究会(SIG-FIN 2025), 2025巻 FIN-035 号 p. 142-148

    • 国内会議
      LLM / NLP

      日本株式市場におけるLLMを用いたサプライズ抽出と決算後ドリフトの実証分析

      [paper] [slide]

      種村 賢飛, 久保 健治, 中川 慧

      金融情報学研究会第35回研究会(SIG-FIN 2025), 2025巻 FIN-035号, pp.157-163.

    • 国際会議
      理論 生成モデル

      Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model

      [paper]

      Kotaro Ikeda, Masanori Koyama, Jinzhe Zhang, Kohei Hayashi, Kenji Fukumizu

      Advances in Neural Information Processing Systems 38 (NeurIPS 2025), December 2025.

    • 国際会議
      LLM / NLP

      KokushiMD-10: Benchmark for Evaluating Large Language Models on Ten Japanese National Healthcare Licensing Examinations, Clinical MLLMs Workshop(MICCAI 2025), October 2025.

      [paper] [slide] [poster]

      Junyu Liu, Kaiqi Yan, Tianyang Wang, Qian Niu, Momoko Nagai-Tanima, Tomoki Aoyama

      Clinical MLLMs Workshop (MICCAI 2025), October 2025.

    • 国際会議
      LLM / NLP

      Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models

      Hirohane Takagi(*), Gouki Minegishi(*), Shota Kizawa, Issey Sukeda, Hitomi Yanaka (*) Equal Contribution

      Proceedings of The 14th International Joint Conference on Natural Language Processing and The 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL 2025)_Main

    • 国際会議
      LLM / NLP

      Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data

      Yohei Kobashi, Fumiya Uchiyama, Takeshi Kojima, Andrew Gambardella, Qi Cao, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of The 14th International Joint Conference on Natural Language Processing and The 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL 2025)_Main

    • 論文誌
      生成モデル

      パーソナライズ画像生成における参照画像の複製効果の定量的評価と改善

      大坂洋豊, 鈴木雅大, 松尾豊

      情報処理学会論文誌, 2025

    • 国際会議
      強化学習 理論

      Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation

      [paper]

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

      Advances in Neural Information Processing Systems (NeurIPS 2025)_Spotlight