Cheol Woo Kim

17 papers A* 2A 1Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative AI for Social Impact.
CoRR
Lingkai Kong, Cheol Woo Kim, Davin Choo, Milind Tambe
2026 J jnl
Generative Artificial Intelligence for Social Impact.
IEEE Intell. Syst.
Lingkai Kong, Cheol Woo Kim, Davin Choo, Milind Tambe
2026 J jnl
Incentive-Aware AI Safety via Strategic Resource Allocation: A Stackelberg Security Games Perspective.
CoRR
Cheol Woo Kim, Davin Choo, Tzeh Yuan Neoh, Milind Tambe
2026 J jnl
Optimal Control of Fluid Restless Multi-armed Bandits: A Machine Learning Approach.
Mach. Learn.
Dimitris Bertsimas, Cheol Woo Kim, José Niño-Mora
2026 A* conf
Preference Robustness for DPO with Applications to Public Health.
AAAI
Cheol Woo Kim, Shresth Verma, Mauricio Tec, Milind Tambe
2025 J jnl
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation.
CoRR
Sarah Martinson, Lingkai Kong, Cheol Woo Kim, Aparna Taneja, Milind Tambe
2025 J jnl
Lightweight Robust Direct Preference Optimization.
CoRR
Cheol Woo Kim, Shresth Verma, Mauricio Tec, Milind Tambe
2025 A* conf
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning.
ICML
Cheol Woo Kim, Jai Moondra, Shresth Verma, Madeleine Pollack, Lingkai Kong, Milind Tambe, Swati Gupta
2025 J jnl
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning.
CoRR
Cheol Woo Kim, Jai Moondra, Shresth Verma, Madeleine Pollack, Lingkai Kong, Milind Tambe, Swati Gupta
2025 J jnl
Optimal Control of Fluid Restless Multi-armed Bandits: A Machine Learning Approach.
CoRR
Dimitris Bertsimas, Cheol Woo Kim, José Niño-Mora
2025 J jnl
Preference Robustness for DPO with Applications to Public Health.
CoRR
Cheol Woo Kim, Shresth Verma, Mauricio Tec, Milind Tambe
2025 A conf
Robust Optimization with Diffusion Models for Green Security.
UAI
Lingkai Kong, Haichuan Wang, Yuqi Pan, Cheol Woo Kim, Mingxiao Song, Alayna Nguyen, Tonghan Wang, Haifeng Xu, Milind Tambe
2025 J jnl
Robust Optimization with Diffusion Models for Green Security.
CoRR
Lingkai Kong, Haichuan Wang, Yuqi Pan, Cheol Woo Kim, Mingxiao Song, Alayna Nguyen, Tonghan Wang, Haifeng Xu, Milind Tambe
2024 J jnl
A machine learning approach to two-stage adaptive robust optimization.
Eur. J. Oper. Res.
Dimitris Bertsimas, Cheol Woo Kim
2023 J jnl
A Machine Learning Approach to Two-Stage Adaptive Robust Optimization.
CoRR
Dimitris Bertsimas, Cheol Woo Kim
2023 J jnl
A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization.
INFORMS J. Comput.
Dimitris Bertsimas, Cheol Woo Kim
2023 J jnl
Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach.
CoRR
Dimitris Bertsimas, Cheol Woo Kim