Articles

Modeling functional connectivity changes during an auditory language task using line graph neural networks

• Stein Acker
• Jinqing Liang
• Ninet Sinaii
• Kristen Wingert
• Atsuko Kurosu
• Sunder Rajan
• Sara Inati
• William H. Theodore
• Nadia Biassou

Graph Neural Networks and Their Current Applications in Bioinformatics

in Computational Genomics

• Xiao-Meng Zhang
• Li Liang
• Lin Liu
• Ming-Jing Tang

Graph Neural Networks for Charged Particle Tracking on FPGAs

in Big Data and AI in High Energy Physics

• Abdelrahman Elabd
• Vesal Razavimaleki
• Shi-Yu Huang
• Javier Duarte
• Markus Atkinson
• Gage DeZoort
• Peter Elmer
• Scott Hauck
• Jin-Xuan Hu
• Shih-Chieh Hsu

Multimodal data integration for oncology in the era of deep neural networks: a review

in Medicine and Public Health

• Asim Waqas
• Aakash Tripathi
• Ravi P. Ramachandran
• Paul A. Stewart
• Ghulam Rasool

Predicting in vitro single-neuron firing rates upon pharmacological perturbation using Graph Neural Networks

• Taehoon Kim
• Dexiong Chen
• Philipp Hornauer
• Vishalini Emmenegger
• Julian Bartram
• Silvia Ronchi
• Andreas Hierlemann
• Manuel Schröter
• Damian Roqueiro

Ligand-receptor dynamics in heterophily-aware graph neural networks for enhanced cell type prediction from single-cell RNA-seq data

in Genome Organization and Dynamics

• Lian Duan
• Mahshad Hashemi
• Alioune Ngom
• Luis Rueda

TP-GCL: graph contrastive learning from the tensor perspective

• Mingyuan Li
• Lei Meng
• Zhonglin Ye
• Yanglin Yang
• Shujuan Cao
• Yuzhi Xiao
• Haixing Zhao

Advanced AI techniques for classifying Alzheimer’s disease and mild cognitive impairment

in Neurocognitive Aging and Behavior

• Sophie Tascedda
• Pierfrancesco Sarti
• Veronica Rivi
• Claudia Savia Guerrera
• Giuseppe Alessio Platania
• Mario Santagati
• Filippo Caraci
• Johanna M. C. Blom

Global explanation supervision for Graph Neural Networks

in Data Mining and Management

• Negar Etemadyrad
• Yuyang Gao
• Sai Manoj Pudukotai Dinakarrao
• Liang Zhao

Prediction of small molecule drug-miRNA associations based on GNNs and CNNs

in RNA

• Zheyu Niu
• Xin Gao
• Zhaozhi Xia
• Shuchao Zhao
• Hongrui Sun
• Heng Wang
• Meng Liu
• Xiaohan Kong
• Chaoqun Ma
• Huaqiang Zhu

Gaze Gesture Recognition by Graph Convolutional Networks

in Robot Vision and Artificial Perception

• Lei Shi
• Cosmin Copot
• Steve Vanlanduit

Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification

• Shuhao Shi
• Kai Qiao
• Shuai Yang
• Linyuan Wang
• Jian Chen
• Bin Yan

plASgraph2: using graph neural networks to detect plasmid contigs from an assembly graph

in Systems Microbiology

• Janik Sielemann
• Katharina Sielemann
• Broňa Brejová
• Tomáš Vinař
• Cedric Chauve

SpatialSim: Recognizing Spatial Configurations of Objects With Graph Neural Networks

in Machine Learning and Artificial Intelligence

• Laetitia Teodorescu
• Katja Hofmann
• Pierre-Yves Oudeyer

Opportunistic Routing in Communications Networks via Learnable State-Augmented Policies

in Signal Processing for Communications

• Sourajit Das
• Satyajeet Das
• Kirtan Gopal Panda

Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis

in Brain Imaging Methods

• Byung-Hoon Kim
• Jong Chul Ye