PPaperPicks

Hyeonah Kim

7 papers at tracked venues · 6 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICML ×3AAAI ×1AISTATS ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Minsu Kim
DBLP profile ↗ORCID search ↗
×1
Federico Berto
DBLP profile ↗ORCID search ↗
×1
Jiwoo Son
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Ant Colony Sampling with GFlowNets for Combinatorial Optimization
    AISTATS 2025 ·
    Minsu Kim
    DBLP profile ↗ORCID search ↗
  2. Improved Off-policy Reinforcement Learning in Biological Sequence Design
    ICML 2025 · Hyeonah Kim
  3. Neural Genetic Search in Discrete Spaces
    ICML 2025 · Hyeonah Kim
  4. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
    DBLP profile ↗ORCID search ↗
  5. Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context
    AAAI 2024 ·
    Jiwoo Son
    DBLP profile ↗ORCID search ↗
  6. Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
    NeurIPS 2024 · Hyeonah Kim
  7. Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
    ICML 2024 · Hyeonah Kim