Publications

You can also find my articles on my Google Scholar profile.

2026

ICML
Learning to Theorize the World from Observation
Doojin Baek*, Gyubin Lee*, Junyeob Baek, Hosung Lee, Sungjin Ahn.
International Conference on Machine Learning, 2026. Spotlight
Project / arXiv / PDF
AAAI
Extendable Planning via Multiscale Diffusion
Chang Chen*, Hany Hamed*, Doojin Baek, Taegu Kang, Samyeul Noh, Yoshua Bengio, Sungjin Ahn.
AAAI Conference on Artificial Intelligence, 2026. Oral Presentation
arXiv

2025

ICML
Monte Carlo Tree Diffusion for System 2 Planning
Jaesik Yoon, Hyeonseo Cho, Doojin Baek, Yoshua Bengio, Sungjin Ahn.
International Conference on Machine Learning, 2025. Spotlight
arXiv

2024

ICML
Enforcing Constraints in RNA Secondary Structure Predictions: A Post-Processing Framework Based on the Assignment Problem
Geewon Suh, Gyeongjo Hwang, Seokjun Kang, Doojin Baek, Mingeun Kang.
International Conference on Machine Learning, 2024
Paper / OpenReview