Son, Jiwoo

9 publications

AISTATS 2025 Ant Colony Sampling with GFlowNets for Combinatorial Optimization Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jiwoo Son, Jinkyoo Park, Yoshua Bengio

ICML 2025 Neural Genetic Search in Discrete Spaces Hyeonah Kim, Sanghyeok Choi, Jiwoo Son, Jinkyoo Park, Changhyun Kwon

ICLRW 2025 Neural Genetic Search in Discrete Spaces Hyeonah Kim, Sanghyeok Choi, Jiwoo Son, Jinkyoo Park, Changhyun Kwon

NeurIPS 2025 PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization Federico Berto, Chuanbo Hua, Laurin Luttmann, Jiwoo Son, Junyoung Park, Kyuree Ahn, Changhyun Kwon, Lin Xie, Jinkyoo Park

AAAI 2024 Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park

ICML 2023 Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization Jiwoo Son, Minsu Kim, Hyeonah Kim, Jinkyoo Park

NeurIPSW 2023 RL4CO: A Unified Reinforcement Learning for Combinatorial Optimization Library Federico Berto, Chuanbo Hua, Junyoung Park, Minsu Kim, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Joungho Kim, Jinkyoo Park

ICMLW 2023 Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park

NeurIPSW 2022 Scale-Conditioned Adaptation for Large Scale Combinatorial Optimization Minsu Kim, Jiwoo Son, Hyeonah Kim, Jinkyoo Park