Hyeonah Kim
7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (4)
AAAI (1)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
deep reinforcement learning
(1)
transformer architecture
(1)
molecular optimization
(1)
sample efficiency
(1)
off-policy learning
(1)
drug discovery
(1)
genetic algorithm
(1)
sequential planning
(1)
scale adaptation
(1)
guided exploration
(1)
min-max routing
(1)
multi-agent traveling salesman
(1)
equitable workload distribution
(1)
sequential generation
(1)
equity context
(1)
deep generative policy
(1)
equity-aware design
(1)
Papers
Improved Off-policy Reinforcement Learning in Biological Sequence Design
ICML 2025
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
AISTATS 2025
Neural Genetic Search in Discrete Spaces
ICML 2025
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context
AAAI 2024
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
NIPS 2024
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
ICML 2024
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization
ICML 2023