Junseok Lee
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
graph neural network
(4)
domain generalization
(1)
information bottleneck
(1)
graph clustering
(1)
graph learning
(1)
self-supervised learning
(1)
graph representation learning
(1)
synthetic data generation
(1)
node classification
(1)
chemical reaction
(1)
multimodal data
(1)
spatial domain
(1)
molecular property prediction
(1)
heterogeneous graph
(1)
multiplex network
(1)
clinical decision
(1)
molecular relational learning
(1)
subgraph extraction
(1)
heterogeneous graph learning
(1)
global relationship
(1)
Papers
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
ICML 2025
Parameter-Efficient 12-Lead ECG Reconstruction from a Single Lead
MICCAI 2025
Subgraph Federated Learning for Local Generalization
ICLR 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