Sanghyeok Choi
6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
🏆
Grand Slam
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(1)
molecular optimization
(1)
sample efficiency
(1)
off-policy learning
(1)
drug discovery
(1)
genetic algorithm
(1)
sequential planning
(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
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
AISTATS 2025
Adaptive teachers for amortized samplers
ICLR 2025
Neural Genetic Search in Discrete Spaces
ICML 2025
Improved Off-policy Reinforcement Learning in Biological Sequence Design
ICML 2025
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
NIPS 2024
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context
AAAI 2024