Junseok Lee
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (10)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
ECCV (2)
ICML (2)
ICLR (1)
MICCAI (1)
Top co-authors
Keywords
graph neural network
(3)
information bottleneck
(1)
graph clustering
(1)
graph learning
(1)
self-supervised learning
(1)
graph representation learning
(1)
node classification
(1)
chemical reaction
(1)
molecular property prediction
(1)
heterogeneous graph
(1)
multiplex network
(1)
clinical decision
(1)
molecular relational learning
(1)
subgraph extraction
(1)
multi-modal datum
(1)
heterogeneous graph learning
(1)
patient clustering
(1)
domain generalization
(1)
multi-modal medical datum
(1)
Papers
Parameter-Efficient 12-Lead ECG Reconstruction from a Single Lead
MICCAI 2025
Subgraph Federated Learning for Local Generalization
ICLR 2025
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
ICML 2025
MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory Prediction
ECCV 2024
Conditional Graph Information Bottleneck for Molecular Relational Learning
ICML 2023
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis
AAAI 2023
Augmentation-Free Self-Supervised Learning on Graphs
AAAI 2022
Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition
ECCV 2022