Jiwoo Son

7 papers at tracked venues · 5 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2 AAMAS ×1 AISTATS ×1 ICML ×1 NeurIPS ×1 SIGKDD ×1

Frequent coauthors

Jinkyoo Park

×7

Changhyun Kwon

×5

Chuanbo Hua

×4

Federico Berto

×4

Sanghyeok Choi

×4

Hyeonah Kim

×4

Minsu Kim

×3

Laurin Luttmann

×2

Junyoung Park

×2

Lin Xie

×2

Zhikai Zhao

×1

Yoshua Bengio

×1

Papers

USPR: Learning a Unified Solver for Profiled Routing
AAAI 2026 ·
Chuanbo Hua
,
Federico Berto
,
Zhikai Zhao
, Jiwoo Son,
Changhyun Kwon
,
Jinkyoo Park
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
AISTATS 2025 ·
Minsu Kim
,
Sanghyeok Choi
,
Hyeonah Kim
, Jiwoo Son,
Jinkyoo Park
,
Yoshua Bengio
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems
AAMAS 2025 ·
Chuanbo Hua
,
Federico Berto
, Jiwoo Son,
Seunghyun Kang
,
Changhyun Kwon
,
Jinkyoo Park
Neural Genetic Search in Discrete Spaces
ICML 2025 ·
Hyeonah Kim
,
Sanghyeok Choi
, Jiwoo Son,
Jinkyoo Park
,
Changhyun Kwon
PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization
NeurIPS 2025 ·
Federico Berto
,
Chuanbo Hua
,
Laurin Luttmann
, Jiwoo Son,
Junyoung Park
,
Kyuree Ahn
,
Changhyun Kwon
,
Lin Xie
,
Jinkyoo Park
RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
SIGKDD 2025 ·
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
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context
AAAI 2024 · Jiwoo Son,
Minsu Kim
,
Sanghyeok Choi
,
Hyeonah Kim
,
Jinkyoo Park