Seul Lee
8 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 👑 Triple Crown
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(7)
Models
(5)
Machine Learning
(4)
Core Methods
(4)
Architectures
(3)
Artificial Intelligence
(1)
Computer Science
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Applications · Computer Science
(1)
Core AI
(1)
Learning Types
(1)
Optimization
(1)
Keywords
molecular generation
(3)
molecule generation
(2)
graph neural network
(2)
drug discovery
(2)
diffusion process
(1)
score matching
(1)
graph generation
(1)
diffusion model
(1)
message passing
(1)
stochastic differential equation
(1)
drug design
(1)
discrete diffusion
(1)
generative model
(1)
chemical space exploration
(1)
graph diffusion
(1)
conditional generation
(1)
property prediction
(1)
score-based model
(1)
edge representation
(1)
autoregressive generation
(1)
Papers
GenMol: A Drug Discovery Generalist with Discrete Diffusion
ICML 2025
A Simple and Scalable Representation for Graph Generation
ICLR 2024
Drug Discovery with Dynamic Goal-aware Fragments
ICML 2024
Molecule Generation with Fragment Retrieval Augmentation
NeurIPS 2024
Exploring Chemical Space with Score-based Out-of-distribution Generation
ICML 2023
Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations
ICML 2022
Edge Representation Learning with Hypergraphs
NeurIPS 2021
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation
NeurIPS 2021