Jiwoo Son

16 papers A* 4A 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
USPR: Learning a Unified Solver for Profiled Routing.
AAAI
Chuanbo Hua, Federico Berto, Zhikai Zhao, Jiwoo Son, Changhyun Kwon, Jinkyoo Park
2025 A conf
Ant Colony Sampling with GFlowNets for Combinatorial Optimization.
AISTATS
Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jiwoo Son, Jinkyoo Park, Yoshua Bengio
2025 A conf
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems.
AAMAS
Chuanbo Hua, Federico Berto, Jiwoo Son, Seunghyun Kang, Changhyun Kwon, Jinkyoo Park
2025 J jnl
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems.
CoRR
Chuanbo Hua, Federico Berto, Jiwoo Son, Seunghyun Kang, Changhyun Kwon, Jinkyoo Park
2025 J jnl
Neural Combinatorial Optimization for Real-World Routing.
CoRR
Jiwoo Son, Zhikai Zhao, Federico Berto, Chuanbo Hua, Changhyun Kwon, Jinkyoo Park
2025 A* conf
Neural Genetic Search in Discrete Spaces.
ICML
Hyeonah Kim, Sanghyeok Choi, Jiwoo Son, Jinkyoo Park, Changhyun Kwon
2025 J jnl
Neural Genetic Search in Discrete Spaces.
CoRR
Hyeonah Kim, Sanghyeok Choi, Jiwoo Son, Jinkyoo Park, Changhyun Kwon
2025 — conf
RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark.
KDD (2)
Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, André Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park
2025 J jnl
USPR: Learning a Unified Solver for Profiled Routing.
CoRR
Chuanbo Hua, Federico Berto, Zhikai Zhao, Jiwoo Son, Changhyun Kwon, Jinkyoo Park
2024 J jnl
Ant Colony Sampling with GFlowNets for Combinatorial Optimization.
CoRR
Minsu Kim, Sanghyeok Choi, Jiwoo Son, Hyeonah Kim, Jinkyoo Park, Yoshua Bengio
2024 A* conf
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context.
AAAI
Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park
2024 J jnl
PARCO: Learning Parallel Autoregressive Policies for Efficient Multi-Agent Combinatorial Optimization.
CoRR
Federico Berto, Chuanbo Hua, Laurin Luttmann, Jiwoo Son, Junyoung Park, Kyuree Ahn, Changhyun Kwon, Lin Xie, Jinkyoo Park
2023 A* conf
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization.
ICML
Jiwoo Son, Minsu Kim, Hyeonah Kim, Jinkyoo Park
2023 J jnl
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization.
CoRR
Jiwoo Son, Minsu Kim, Hyeonah Kim, Jinkyoo Park
2023 J jnl
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark.
CoRR
Federico Berto, Chuanbo Hua, Junyoung Park, Minsu Kim, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Joungho Kim, Jinkyoo Park
2023 J jnl
Solving NP-hard Min-max Routing Problems as Sequential Generation with Equity Context.
CoRR
Jiwoo Son, Minsu Kim, Sanghyeok Choi, Jinkyoo Park