Gyoung S. Na
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
information bottleneck
(1)
chemical reaction
(1)
crystalline material
(1)
molecular property prediction
(1)
density of state
(1)
material property prediction
(1)
molecular relational learning
(1)
retrieval-based learning
(1)
subgraph extraction
(1)
materials informatics
(1)
multi-modal transformer
(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
NIPS 2024
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer
NIPS 2023
Conditional Graph Information Bottleneck for Molecular Relational Learning
ICML 2023