Dae-Woong Jeong

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

AAAI (2) ICLR (1) ICML (1)

Top co-authors

Sehui Han (4) Moontae Lee (3) Sung Moon Ko (3) Honglak Lee (3) Sungjun Cho (2) Kiyoung Kim (1) Seunghoon Hong (1) Juhwan Noh (1) Sumin Lee (1) Yousung Jung (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (3) Artificial Intelligence (2) Architectures (2) Models (2) Healthcare & Medicine (1) Interdisciplinary (1) Core AI (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Research (1) Science (1)

Keywords

molecular property prediction (2) knowledge distillation (1) cross-modal learning (1) differential geometry (1) riemannian manifold (1) node clustering (1) variational autoencoder (1) molecule generation (1) regression task (1) property prediction (1) molecular representation (1) graph encoder (1) graph pooling (1) cross-modal distillation (1) adaptive clustering (1) synthetic accessibility (1) latent vector (1) graph neural network (1) denoising pretraining (1) molecular structure (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