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Sungsoo Ahn

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 10:11 PM AMS

21

papers

400

total citations

papers (21)

Guiding Deep Molecular Optimization with Genetic Exploration

NEURIPS 2020arXiv

Learning Debiased Classifier with Biased Committee

NEURIPS 2022arXiv

Local Search GFlowNets

RoMA: Robust Model Adaptation for Offline Model-based Optimization

NEURIPS 2021arXiv

Learning Energy Decompositions for Partial Inference in GFlowNets

Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences

NEURIPS 2023arXiv

Adaptive teachers for amortized samplers

Generative Flows on Synthetic Pathway for Drug Design

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

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

Flexible MOF Generation with Torsion-Aware Flow Matching

NEURIPS 2025arXiv

Diffusion Probabilistic Models for Structured Node Classification

NEURIPS 2023arXiv

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

Hybrid Neural Representations for Spherical Data

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

NEURIPS 2025arXiv

Graph Generation with $K^2$-trees

Learning from Failure: De-biasing Classifier from Biased Classifier

Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion

Breadth-First Exploration on Adaptive Grid for Reinforcement Learning