Machine learning researcher

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Enforcing Constraints in RNA Secondary Structure Predictions: A Post-Processing Framework Based on the Assignment Problem

Published in ICML 2024, 2024

Geewon Suh, Gyeongjo Hwang, Seokjun Kang, Doojin Baek, Mingeun Kang.

Paper / OpenReview

Monte Carlo Tree Diffusion for System 2 Planning

Published in ICML 2025, Spotlight, 2025

Jaesik Yoon, Hyeonseo Cho, Doojin Baek, Yoshua Bengio, Sungjin Ahn.

arXiv

Extendable Planning via Multiscale Diffusion

Published in AAAI 2026, Oral Presentation, 2026

Chang Chen*, Hany Hamed*, Doojin Baek, Taegu Kang, Samyeul Noh, Yoshua Bengio, Sungjin Ahn.

arXiv

Learning to Theorize the World from Observation

Published in ICML 2026, Spotlight (Top 2.2% = 536/23918), 2026

Doojin Baek*, Gyubin Lee*, Junyeob Baek, Hosung Lee, Sungjin Ahn.

Project / arXiv / PDF

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