Dae-Woong Jeong
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
molecular property prediction
(2)
cross-modal learning
(1)
node clustering
(1)
variational autoencoder
(1)
molecule generation
(1)
property prediction
(1)
molecular representation
(1)
graph encoder
(1)
graph pooling
(1)
cross-modal distillation
(1)
adaptive clustering
(1)
synthetic accessibility
(1)
graph neural network
(1)
denoising pretraining
(1)
molecular structure
(1)
reaction embedding
(1)
differentiable architecture
(1)
grouping matrix
(1)
knowledge distillation
(1)
3d denoiser
(1)
Papers
3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation
AAAI 2025
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks
ICLR 2024
Grouping Matrix Based Graph Pooling with Adaptive Number of Clusters
AAAI 2023
Path-Aware and Structure-Preserving Generation of Synthetically Accessible Molecules
ICML 2022