Woo Youn Kim
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Deep Learning
(5)
Models
(4)
Artificial Intelligence
(2)
Machine Learning
(2)
Architectures
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
molecular optimization
(1)
optimal transport
(1)
mutual information
(1)
markov chain
(1)
quantum chemistry
(1)
molecular dynamics
(1)
schrödinger bridge
(1)
discrete diffusion
(1)
generative flow network
(1)
drug discovery
(1)
molecular generation
(1)
off-policy training
(1)
virtual screening
(1)
amortized sampling
(1)
generative flow
(1)
3d geometry
(1)
molecular property prediction
(1)
transition path sampling
(1)
graph transformation
(1)
graph neural network
(1)
Papers
Compositional Flows for 3D Molecule and Synthesis Pathway Co-design
ICML 2025
Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation
ICLR 2025
Generative Flows on Synthetic Pathway for Drug Design
ICLR 2025
Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers
ICLR 2025
GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising
NeurIPS 2023