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Data-Driven Network Neuroscience: On Data Collection and Benchmark
Neural Information Processing Systems (NeurIPS), 2022
11 November 2022
Jiaxing Xu
Yunhan Yang
David Tse Jung Huang
S. S. Gururajapathy
Yiping Ke
Miao Qiao
Alan Wang
Haribalan Kumar
Josh McGeown
Yunhan Yang
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Papers citing
"Data-Driven Network Neuroscience: On Data Collection and Benchmark"
8 / 8 papers shown
Ada-FCN: Adaptive Frequency-Coupled Network for fMRI-Based Brain Disorder Classification
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Yue Xun
Jiaxing Xu
Wenbo Gao
Chen Yang
Shujun Wang
184
1
0
06 Nov 2025
BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Jiaxing Xu
Kai He
Yue Tang
Wei Li
Mengcheng Lan
Xia Dong
Yiping Ke
Mengling Feng
366
3
0
12 Apr 2025
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
International Conference on Learning Representations (ICLR), 2025
Jiaxing Xu
Yongqiang Chen
Xia Dong
Mengcheng Lan
Tiancheng Huang
Qingtian Bian
James Cheng
Yiping Ke
OOD
465
7
0
02 Feb 2025
Multi-Atlas Brain Network Classification through Consistency Distillation and Complementary Information Fusion
IEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Jiaxing Xu
Mengcheng Lan
Xia Dong
Kai He
Wei Zhang
Qingtian Bian
Yiping Ke
360
8
0
28 Sep 2024
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations
Jiaqi Ding
Tingting Dan
Ziquan Wei
Hyuna Cho
Paul J. Laurienti
Won Hwa Kim
Guorong Wu
248
2
0
17 Sep 2024
Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification
International Conference on Information and Knowledge Management (CIKM), 2024
Jiaxing Xu
Kai He
Mengcheng Lan
Qingtian Bian
Wei Li
Tieying Li
Yiping Ke
Miao Qiao
MedIm
325
11
0
17 Sep 2024
Contrastive Graph Pooling for Explainable Classification of Brain Networks
IEEE Transactions on Medical Imaging (TMI), 2023
Jiaxing Xu
Qingtian Bian
Xinhang Li
Aihu Zhang
Yiping Ke
Miao Qiao
Wei Zhang
Wei Khang Jeremy Sim
Balázs Gulyás
185
2
0
07 Jul 2023
Benchmarking Graph Neural Networks
Journal of machine learning research (JMLR), 2023
Vijay Prakash Dwivedi
Chaitanya K. Joshi
Anh Tuan Luu
T. Laurent
Yoshua Bengio
Xavier Bresson
1.5K
1,126
0
02 Mar 2020
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