Sanghyeok Choi
- Ant Colony Sampling with GFlowNets for Combinatorial Optimization
2024/03/11 by Minsu Kim, Sanghyeok Choi, Kim, Minsu +9 · 10 citations
Computer Science · Engineering · #BIM and Construction Integration #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Optimization and Packing Problems
- Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context
2023/06/05 by Jiwoo Son, Minsu Kim, Son, Jiwoo +5 · 4 citations
Engineering · Computer Science · #Vehicle Routing Optimization Methods #Transportation and Mobility Innovations #Robotic Path Planning Algorithms
- Adaptive teachers for amortized samplers
2024/10/02 by Minsu Kim, Kim, Minsu, Sanghyeok Choi +17 · 5 citations
Mathematics · #Statistics Education and Methodologies
- Improved Off-policy Reinforcement Learning in Biological Sequence Design
2024/10/06 by Hyeonah Kim, Kim, Hyeonah, Min‐Su Kim +13 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · #Microbial Metabolic Engineering and Bioproduction #Viral Infectious Diseases and Gene Expression in Insects #RNA and protein synthesis mechanisms
- Neural Genetic Search in Discrete Spaces
2025/02/09 by Hyeonah Kim, Sanghyeok Choi, Kim, Hyeonah +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)