Articles

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

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

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

• Ying Chu
• Guangyu Wang
• Lishan Qiao

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

in Computational Genomics

• Yongbin Zeng
• Lixiang Xiong
• Yungui Luo

Editorial: Graph representation learning in biological network

in Network Bioinformatics

• Swarup Roy
• Pietro Hiram Guzzi
• Jugal Kalita

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

• Ali Yousefian
• Farzaneh Shayegh
• Zeinab Maleki

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

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

A lncRNA-disease association prediction tool development based on bridge heterogeneous information network via graph representation learning for family medicine and primary care

in Computational Genomics

• Ping Zhang
• Weihan Zhang
• Weicheng Sun
• Li Li
• Jinsheng Xu
• Lei Wang
• Leon Wong

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

Short-Term Power Load Forecasting Under COVID-19 Based on Graph Representation Learning With Heterogeneous Features

in Process and Energy Systems Engineering

• Zhuowei Yu
• Jiajun Yang
• Yufeng Wu
• Yi Huang

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

Learning and reasoning with graph data

in Machine Learning and Artificial Intelligence

• Manfred Jaeger

TLSEA: a tool for lncRNA set enrichment analysis based on multi-source heterogeneous information fusion

in RNA

• Jianwei Li
• Zhiguang Li
• Yinfei Wang
• Hongxin Lin
• Baoqin Wu

Geometry-enhanced graph neural networks accelerate circRNA therapeutic target discovery

in Computational Genomics

• Zhen Li
• Mingming Qi
• Juyuan Huang
• Wei Zhang
• Xu Tan
• Yifan Chen