Jiwoo Son

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Combinatorial Optimization

Routing Problem

Guided Exploration

Top Venues

Publications

Minsu Kim, Sanghyeok Choi, Jiwoo Son, Hyeonah Kim, Jinkyoo Park, Yoshua Bengio
Ant Colony Sampling with GFlowNets for Combinatorial Optimization. CoRR (2024)
Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, 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, Jinkyoo Park
Solving NP-hard Min-max Routing Problems as Sequential Generation with Equity Context. CoRR (2023)
Jiwoo Son, Minsu Kim, Hyeonah Kim, Jinkyoo Park
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization. ICML (2023)
Federico Berto, Chuanbo Hua, Junyoung Park, Minsu Kim, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Joungho Kim, Jinkyoo Park
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. CoRR (2023)
Jiwoo Son, Minsu Kim, Hyeonah Kim, Jinkyoo Park
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization. CoRR (2023)