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2206.04486
Cited By
Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning
9 June 2022
Yi Yang
Yanqiao Zhu
Hejie Cui
Xuan Kan
Lifang He
Ying Guo
Carl Yang
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Papers citing
"Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning"
19 / 19 papers shown
Title
A Survey of Cross-domain Graph Learning: Progress and Future Directions
Haihong Zhao
Chenyi Zi
Aochuan Chen
Jia Li
67
0
0
14 Mar 2025
BrainMAP: Learning Multiple Activation Pathways in Brain Networks
Song Wang
Zhenyu Lei
Zhen Tan
Jiaqi Ding
Xinyu Zhao
...
Guorong Wu
Tianlong Chen
Chen Chen
Aiying Zhang
Jundong Li
48
0
0
23 Dec 2024
BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals
Yifan Yang
Yutong Mao
Xufu Liu
Xiao Liu
22
1
0
24 Jun 2024
Graph Neural Networks for Brain Graph Learning: A Survey
Xuexiong Luo
Jia Wu
Jian Yang
Shan Xue
Amin Beheshti
Quan Z. Sheng
David Mcalpine
Paul F. Sowman
Alexis Giral
Philip S. Yu
AI4CE
16
4
0
01 Jun 2024
Towards a Foundation Model for Brain Age Prediction using coVariance Neural Networks
Saurabh Sihag
Gonzalo Mateos
Alejandro Ribeiro
17
5
0
12 Feb 2024
R-Mixup: Riemannian Mixup for Biological Networks
Xuan Kan
Zimu Li
Hejie Cui
Yue Yu
Ran Xu
Shaojun Yu
Zilong Zhang
Ying Guo
Carl Yang
25
6
0
05 Jun 2023
PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis
Yi Yang
Hejie Cui
Carl Yang
19
18
0
20 May 2023
Transformer-Based Hierarchical Clustering for Brain Network Analysis
Wei Dai
Hejie Cui
Xuan Kan
Ying Guo
S. V. Rooij
Carl Yang
22
12
0
06 May 2023
Transferability of coVariance Neural Networks and Application to Interpretable Brain Age Prediction using Anatomical Features
Saurabh Sihag
Fangchang Ma
Corey McMillan
Angela Dai
22
3
0
02 May 2023
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks
Yue Yu
Xuan Kan
Hejie Cui
Ran Xu
Yu Zheng
...
Kun Zhang
Razieh Nabi
Ying Guo
Chaogang Zhang
Carl Yang
11
17
0
01 Nov 2022
Predicting Brain Age using Transferable coVariance Neural Networks
Saurabh Sihag
Gonzalo Mateos
Corey McMillan
Alejandro Ribeiro
13
6
0
28 Oct 2022
Brain Network Transformer
Xuan Kan
Wei Dai
Hejie Cui
Zilong Zhang
Ying Guo
Carl Yang
MedIm
6
101
0
13 Oct 2022
Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
Hejie Cui
Wei Dai
Yanqiao Zhu
Xiaoxiao Li
Lifang He
Carl Yang
66
78
0
30 Jun 2022
Spectral Maps for Learning on Subgraphs
Marco Pegoraro
R. Marin
Arianna Rampini
Simone Melzi
Luca Cosmo
Emanuele Rodolà
4
2
0
30 May 2022
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks
Hejie Cui
Wei Dai
Yanqiao Zhu
Xuan Kan
Antonio Aodong Chen Gu
Joshua Lukemire
Liang Zhan
Lifang He
Ying Guo
Carl Yang
6
110
0
17 Mar 2022
On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs
Hejie Cui
Zijie Lu
Pan Li
Carl Yang
9
80
0
03 Jul 2021
Few-Shot Graph Learning for Molecular Property Prediction
Zhichun Guo
Chuxu Zhang
W. Yu
John E. Herr
Olaf Wiest
Meng-Long Jiang
Nitesh V. Chawla
AI4CE
106
168
0
16 Feb 2021
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML
Aniruddh Raghu
M. Raghu
Samy Bengio
Oriol Vinyals
172
639
0
19 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
243
11,659
0
09 Mar 2017
1