Sungsoo Ahn

12

Papers

85

Total Citations

Papers (12)

Local Search GFlowNets

Adaptive teachers for amortized samplers

Generative Flows on Synthetic Pathway for Drug Design

MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks

High-order Equivariant Flow Matching for Density Functional Theory Hamiltonian Prediction

Graph Generation with $K^2$-trees

Breadth-First Exploration on Adaptive Grid for Reinforcement Learning

Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More

Gaussian Plane-Wave Neural Operator for Electron Density Estimation

Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization

Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization

Hybrid Neural Representations for Spherical Data