Seul Lee
8 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(6)
π
Triple Crown
π₯
Unstoppable
(5)
Conferences
ICML (4)
NIPS (3)
ICLR (1)
Top co-authors
Keywords
molecular generation
(3)
molecule generation
(2)
drug discovery
(2)
message passing
(1)
diffusion process
(1)
score matching
(1)
graph diffusion
(1)
generative model
(1)
diffusion model
(1)
stochastic differential equation
(1)
drug design
(1)
chemical space exploration
(1)
property prediction
(1)
score-based model
(1)
edge representation
(1)
retrieval augmentation
(1)
experience replay
(1)
score-based generative model
(1)
permutation invariance
(1)
graph pooling
(1)
Papers
GenMol: A Drug Discovery Generalist with Discrete Diffusion
ICML 2025
Molecule Generation with Fragment Retrieval Augmentation
NIPS 2024
A Simple and Scalable Representation for Graph Generation
ICLR 2024
Drug Discovery with Dynamic Goal-aware Fragments
ICML 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
NIPS 2021
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation
NIPS 2021