Cuntai Guan
6 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Academic Marathon (5) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Cross-Pollinator (15)
๐
Conference Pioneer
Conferences
IJCAI (2)
MICCAI (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
unsupervised learning
(1)
contrastive learning
(1)
semi-supervised learning
(1)
domain generalization
(1)
domain adaptation
(1)
self-supervised learning
(1)
latent representation
(1)
sample selection
(1)
downstream task
(1)
dataset distillation
(1)
mean teacher
(1)
protein-protein interaction
(1)
graph neural network
(1)
temporal contrasting
(1)
time-series representation learning
(1)
contextual contrasting
(1)
eeg foundation model
(1)
self-supervised autoencoder
(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 ProteinโProtein Interaction Prediction
IJCAI 2023
Time-Series Representation Learning via Temporal and Contextual Contrasting
IJCAI 2021