Hyeonah Kim

According to our database, Hyeonah Kim authored at least 8 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Ant Colony Sampling with GFlowNets for Combinatorial Optimization.

Minsu Kim, Sanghyeok Choi, Jiwoo Son, Hyeonah Kim, Jinkyoo Park, Yoshua Bengio

CoRR, 2024

Genetic-guided GFlowNets: Advancing in Practical Molecular Optimization Benchmark.

Hyeonah Kim, Minsu Kim, Sanghyeok Choi, Jinkyoo Park

CoRR, 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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Neural Separation Algorithm for the Rounded Capacity Inequalities.

Hyeonah Kim, Jinkyoo Park, Changhyun Kwon

CoRR, 2023

RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark.

Federico Berto, Chuanbo Hua, Junyoung Park, Minsu Kim, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Joungho Kim, Jinkyoo Park

CoRR, 2023

Symmetric Exploration in Combinatorial Optimization is Free!

Hyeonah Kim, Minsu Kim, Sungsoo Ahn, Jinkyoo Park

CoRR, 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

Proceedings of the International Conference on Machine Learning, 2023

2013

To be biased or not to be: choosing between design fixation and design intentionality.

Jieun Kim, Hokyoung Ryu, Hyeonah Kim

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013