Research

  • Home
  • Publications

    • Publications

    Category

    Research Area

    Year

    • Journals
      AI Application

      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

    • International Conferences
      LLM / NLP

      EARL: The 2nd Workshop on Evaluating and Applying Recommender Systems with Large Language Models

      [paper]

      Irene Li, Ruihai Dong, Guillaume Salha-Galvan, Aonghus Lawlor, Dairui Liu, Lei Li

      Proceedings of the 19th ACM Conference on Recommender Systems (RecSys 2025), Extended Abstract, September 2025

    • Journals
      World Model

      Enhancing Unimodal Latent Representations in Multimodal VAEs through Iterative Amortized Inference

      [paper]

      Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo

      New Generation Computing (NGC), 2026

    • International Conferences
      computer-vision

      Towards High-resolution and Disentangled Reference-based Sketch Colorization

      [paper]

      Dingkun Yan, Xinrui Wang, Ru Wang, Zhuoru Li, Jinze Yu, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • International Conferences
      computer-vision

      CLIP-like Model as a Foundational Density Ratio Estimator

      [paper]

      Fumiya Uchiyama*, Rintaro Yanagi, Shohei Taniguchi, Shota Takashiro, Masahiro Suzuki, Hirokatsu Kataoka, Yusuke Iwasawa, Yutaka Matsuo

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • International Conferences
      computer-vision

      MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation

      [paper]

      Yuta Oshima*, Daiki Miyake*, Kohsei Matsutani, Yusuke Iwasawa, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta (*Equal Contribution)

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • International Conferences
      Robotics

      M2oE: Modular Mixture of Experts for Multi-Morphology Reinforcement Learning of Modular Robots

      Chang Liu, Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Yaonan Zhu, Yusuke Iwasawa, Kazuya Yoshida, Jun Morimoto

      IEEE International Conference on Robotics & Automation (IEEE ICRA 2026), June 2026

    • International Conferences
      LLM / NLP

      Mechanism of Task-oriented Information Removal in In-context Learning

      [paper]

      Hakaze Cho, Haolin Yang, Gouki Minegishi, Naoya Inoue

      International Conference on Learning Representations 2026 (ICLR2026), April 2026

    • International Conferences
      LLM / NLP

      RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs

      [paper]

      Kohsei Matsutani, Shota Takashiro, Gouki Minegishi, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      International Conference on Learning Representations 2026 (ICLR2026), April 2026

    • International Conferences

      C-Voting: Confidence-Based Test-Time Voting without Explicit Energy Functions

      [paper]

      Kenji Kubo, Shunsuke Kamiya, Masanori Koyama, Kohei Hayashi, Yusuke Iwasawa, Yutaka Matsuo

      International Conference on Learning Representations 2026 (ICLR2026), April 2026