FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain
Network Generation

FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation

25 May 2022

Joshua Lukemire

Papers citing "FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation"

18 / 18 papers shown

Title
BrainNetMLP: An Efficient and Effective Baseline for Functional Brain Network Classification Jiacheng Hou Zhenjie Song Ercan Engin Kuruoglu 7 0 0 14 May 2025
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification Minheng Chen Xiaowei Yu Jing Zhang Tong Chen Chao-Yang Cao Yan Zhuang Yanjun Lyu Lu Zhang Tianming Liu D. Zhu Mamba 58 0 0 18 Mar 2025
Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis Yuxiang Wei A. Abrol Reihaneh Hassanzadeh Mamba 42 1 0 23 Aug 2024
BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals Yifan Yang Yutong Mao Xufu Liu Xiao Liu 35 1 0 24 Jun 2024
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain Jungwon Choi Hyungi Lee Byung-Hoon Kim Juho Lee 80 0 0 11 Mar 2024
Learning High-Order Relationships of Brain Regions Weikang Qiu Huangrui Chu Selena Wang Haolan Zuo Xiaoxiao Li Yize Zhao Rex Ying 37 6 0 02 Dec 2023
Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks Xiaoru Xie Hongwu Peng Amit Hasan Shaoyi Huang Jiahui Zhao Haowen Fang Wei Zhang Tong Geng O. Khan Caiwen Ding GNN 38 30 0 22 Aug 2023
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference Hongwu Peng Shaoyi Huang Tong Zhou Yukui Luo Chenghong Wang ... Tony Geng Kaleel Mahmood Wujie Wen Xiaolin Xu Caiwen Ding OffRL 47 38 0 20 Aug 2023
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 38 6 0 05 Jun 2023
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction Ali Behrouz Margo Seltzer 30 19 0 15 Nov 2022
Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection Yunpeng Zhao F. Zhou Bin Guo Bo Liu 24 4 0 11 Nov 2022
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 13 17 0 01 Nov 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 33 28 0 19 Jul 2022
Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis Hejie Cui Wei Dai Yanqiao Zhu Xiaoxiao Li Lifang He Carl Yang 71 79 0 30 Jun 2022
Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning Yi Yang Yanqiao Zhu Hejie Cui Xuan Kan Lifang He Ying Guo Carl Yang 36 30 0 09 Jun 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 19 113 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 15 80 0 03 Jul 2021
Discrete Graph Structure Learning for Forecasting Multiple Time Series Chao Shang Jie Chen J. Bi CML BDL AI4TS 108 228 0 18 Jan 2021