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Sungsoo Ahn
Sungsoo Ahn
21
papers
400
total citations
papers (21)
Guiding Deep Molecular Optimization with Genetic Exploration
NEURIPS 2020
arXiv
88
citations
Learning Debiased Classifier with Biased Committee
NEURIPS 2022
arXiv
66
citations
Local Search GFlowNets
ICLR 2024
arXiv
54
citations
RoMA: Robust Model Adaptation for Offline Model-based Optimization
NEURIPS 2021
arXiv
48
citations
Learning Energy Decompositions for Partial Inference in GFlowNets
ICLR 2024
arXiv
29
citations
Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences
NEURIPS 2023
arXiv
28
citations
Adaptive teachers for amortized samplers
ICLR 2025
arXiv
20
citations
Generative Flows on Synthetic Pathway for Drug Design
ICLR 2025
arXiv
17
citations
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
ICML 2024
arXiv
9
citations
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
ICML 2024
arXiv
8
citations
Gaussian Plane-Wave Neural Operator for Electron Density Estimation
ICML 2024
arXiv
7
citations
Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization
ICML 2024
arXiv
5
citations
Flexible MOF Generation with Torsion-Aware Flow Matching
NEURIPS 2025
arXiv
5
citations
Diffusion Probabilistic Models for Structured Node Classification
NEURIPS 2023
arXiv
5
citations
MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
ICLR 2025
arXiv
5
citations
Hybrid Neural Representations for Spherical Data
ICML 2024
arXiv
3
citations
High-order Equivariant Flow Matching for Density Functional Theory Hamiltonian Prediction
NEURIPS 2025
arXiv
2
citations
Graph Generation with $K^2$-trees
ICLR 2024
arXiv
1
citations
Learning from Failure: De-biasing Classifier from Biased Classifier
NEURIPS 2020
0
citations
Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion
NEURIPS 2023
0
citations
Breadth-First Exploration on Adaptive Grid for Reinforcement Learning
ICML 2024
0
citations