Articles

Hierarchical Graph Representation of Pharmacophore Models

in Biological Modeling and Simulation

• Garon Arthur
• Wieder Oliver
• Bareis Klaus
• Seidel Thomas
• Ibis Gökhan
• Bryant Sharon
• Theret Isabelle
• Ducrot Pierre
• Langer Thierry

Text-Graph Enhanced Knowledge Graph Representation Learning

in Language and Computation

• Linmei Hu
• Mengmei Zhang
• Shaohua Li
• Jinghan Shi
• Chuan Shi
• Cheng Yang
• Zhiyuan Liu

Detection of autism spectrum disorder using graph representation learning algorithms and deep neural network, based on fMRI signals

• Ali Yousefian
• Farzaneh Shayegh
• Zeinab Maleki

Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark

in Machine Learning and Artificial Intelligence

• Antonio Carta
• Andrea Cossu
• Federico Errica
• Davide Bacciu

DGTR: Dynamic graph transformer for rumor detection

in Emerging Technologies and Transformative Paradigms in Research

• Siqi Wei
• Bin Wu
• Aoxue Xiang
• Yangfu Zhu
• Chenguang Song

MGRL: Predicting Drug-Disease Associations Based on Multi-Graph Representation Learning

in Computational Genomics

• Bo-Wei Zhao
• Zhu-Hong You
• Leon Wong
• Ping Zhang
• Hao-Yuan Li
• Lei Wang

Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI

• Ying Chu
• Guangyu Wang
• Lishan Qiao

Editorial: Graph representation learning in biological network

in Network Bioinformatics

• Swarup Roy
• Pietro Hiram Guzzi
• Jugal Kalita

OFGPMA: Optimal frequency graph representation learning for pseudogene and miRNA association prediction

in Computational Genomics

• Yongbin Zeng
• Lixiang Xiong
• Yungui Luo

Incorporating graph representation and mutual attention mechanism for MiRNA-MRNA interaction prediction

in Computational Genomics

• Tai-Long Shi
• Lei Wang
• Leon Wong
• Zhu-Hong You
• Chang-Qing Yu
• Chen Jiang
• Si-Zhe Liang

IRGL-RRI: interpretable graph representation learning for plant RNA–RNA interaction discovery

in Functional and Applied Plant Genomics

• Qingquan Liao
• Xuchong Liu
• Wei Zhao
• Yu Tong
• Fangzheng Xu
• Xinxin Liu
• Yifan Chen

stGuide advances label transfer in spatial transcriptomics through attention-based supervised graph representation learning

in Computational Genomics

• Yupeng Xu
• Hao Dai
• Jinwang Feng
• Keren Xu
• Qiu Wang
• Pingting Gao
• Chunman Zuo

Graph Representation Forecasting of Patient's Medical Conditions: Toward a Digital Twin

in Computational Genomics

• Pietro Barbiero
• Ramon Viñas Torné
• Pietro Lió

Enhancing drug-target interaction prediction with graph representation learning and knowledge-based regularization

in Drug Discovery in Bioinformatics

• Qihuan Yao
• Zhen Chen
• Ye Cao
• Huijing Hu

Text Classification Using the N-Gram Graph Representation Model Over High Frequency Data Streams

in Mathematics of Computation and Data Science

• John Violos
• Konstantinos Tserpes
• Iraklis Varlamis
• Theodora Varvarigou

Identification of Autism Spectrum Disorder With Functional Graph Discriminative Network

in Brain Imaging Methods

• Jingcong Li
• Fei Wang
• Jiahui Pan
• Zhenfu Wen