Gyoung S. Na
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
molecular property prediction
(2)
self-supervised learning
(1)
diffusion model
(1)
chemical reaction
(1)
crystalline material
(1)
molecular representation learning
(1)
density of state
(1)
multimodal transformer
(1)
material property prediction
(1)
molecular relational learning
(1)
retrieval-based learning
(1)
subgraph extraction
(1)
materials informatics
(1)
graph neural network
(1)
phonon do
(1)
electron do
(1)
inorganic chemistry
(1)
retrosynthesis planning
(1)
precursor prediction
(1)
thermodynamic relationship
(1)
Papers
Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning
ICLR 2025
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
NeurIPS 2024
Conditional Graph Information Bottleneck for Molecular Relational Learning
ICML 2023
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer
NeurIPS 2023