Deok-Joong Lee

3 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

AAAI (1) ICML (1) IJCAI (1)

Top co-authors

Tae-Eui Kam (3) Young-Han Son (3) Dong-Hee Shin (3) Hyun Jung Lee (1) Ji-Wung Han (1)

Keywords

molecular optimization (1) offline reinforcement learning (1) data augmentation (1) multi-objective optimization (1) schrödinger bridge (1) pareto optimization (1) molecular discovery (1) objective decomposition (1) treatment trajectory (1) clinical validity (1)

Papers

Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies AAAI 2026

Offline Model-based Optimization for Real-World Molecular Discovery ICML 2025

Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization IJCAI 2024