We have 4 papers accepted at ICML 2026.

  • Masanari Oi, Mahiro Ukai, Masahiro Kaneko, Okazaki Naoaki, and Nakamasa Inoue. Autoregressive Direct Preference Optimization. In Forty-Third International Conference on Machine Learning (ICML), Seoul, South Korea, July 2026.
  • Masanari Oi, Koki Maeda, Ryuto Koike, Daisuke Oba, Nakamasa Inoue, and Naoaki Okazaki. From Correspondence to Actions: Human-Like Multi-Image Spatial Reasoning in Multi-modal Large Language Models. In Forty-Third International Conference on Machine Learning (ICML), Seoul, South Korea, July 2026.
  • Sora Miyamoto, Daisuke Oba, and Naoaki Okazaki. Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs. In Forty-Third International Conference on Machine Learning (ICML), Seoul, South Korea, July 2026.
  • Sangwhan Moon, Daisuke Oba, Youmi Ma, Tatsuya Hiraoka, and Naoaki Okazaki. Beyond Perplexity: UTF-8 Validity in Byte-aware Language Models. In Forty-Third International Conference on Machine Learning (ICML), Seoul, South Korea, July 2026.