Research
Publications
Category
Research Area
Year
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Quantization-Aware Diffusion Models For Maximum Likelihood Training
Shohei Taniguchi, Masahiro Suzuki, Yutaka Matsuo
International Conference on Learning Representations 2026 (ICLR2026), April 2026
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MMA:Benchmarking Multi-ModalLarge Language Models in Ambiguity Context
Ru Wang*, Selena Song*, Yuquan Wang, Liang Ding, Mingming Gong, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo (*Equal Contribution)
The Third Conference on Parsimony and Learning(CPAL 2026), March 2026
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Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization
Ru Wang, Wei Huang, Selena Song, Haoyu Zhang, Qian Niu, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo
The Third Conference on Parsimony and Learning(CPAL 2026), March 2026
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Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models
Qi Cao, Andrew Gambardella, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa
The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), Main, March 2026
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∞-MoE: Generalizing Mixture of Experts to Infinite Expert
Shota Takashiro, Takeshi Kojima, Shohei Taniguchi, Yusuke Iwasawa, Yutaka Matsuo
The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026
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JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models’ Detection of Human risky health behavior Content in Jirai Content in Jirai Community
Yunze Xiao, Tingyu He, Lionel Z. WANG, Yiming Ma, Xingyu Song, Xiaohang Xu, Mona T. Diab, Irene Li, Ka Chung Ng
The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026
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Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning
Jerry Huang, Peng Lu, QIUHAO Zeng, Yusuke Iwasawa, Yutaka Matsuo, Sarath Chandar, Edison Marrese-Taylor, Irene Li
The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026.
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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 (*Corresponding author)
IEEE Transactions on Automation Science and Engineering (T-ASE), 2025
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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）
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Market making by deep learning with continuous probability distribution of limit allocations
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