Cuntai Guan
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
unsupervised learning
(1)
representation learning
(1)
contrastive learning
(1)
semi-supervised learning
(1)
domain generalization
(1)
domain adaptation
(1)
self-supervised learning
(1)
multimodal learning
(1)
canonical correlation analysis
(1)
latent representation
(1)
sample selection
(1)
downstream task
(1)
dataset distillation
(1)
time series representation learning
(1)
symmetric positive definite manifold
(1)
mean teacher
(1)
protein-protein interaction
(1)
graph neural network
(1)
temporal contrasting
(1)
contextual contrasting
(1)
Papers
EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training
AAAI 2026
Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data
ICLR 2024
See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos
MICCAI 2024
SHAN: Shape Guided Network for Thyroid Nodule Ultrasound Cross-Domain Segmentation
MICCAI 2024
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction
IJCAI 2023
Time-Series Representation Learning via Temporal and Contextual Contrasting
IJCAI 2021