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A Comprehensive Survey on Graph Neural Networks

3 January 2019

Philip S. Yu

Papers citing "A Comprehensive Survey on Graph Neural Networks"

50 / 3,089 papers shown

Understanding Network Behaviors through Natural Language Question-Answering

24 Oct 2025

Pruning and Quantization Impact on Graph Neural Networks

219

24 Oct 2025

MolBridge: Atom-Level Joint Graph Refinement for Robust Drug-Drug Interaction Event Prediction

151

23 Oct 2025

Empowering Targeted Neighborhood Search via Hyper Tour for Large-Scale TSP

Tongkai Lu

Shuai Ma

Chongyang Tao

155

23 Oct 2025

Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming

Zhen Zhang

Bingsheng He

OOD

164

21 Oct 2025

Image augmentation with invertible networks in interactive satellite image change detection

Hichem Sahbi

194

21 Oct 2025

Graph4MM: Weaving Multimodal Learning with Structural Information

122

19 Oct 2025

Image Categorization and Search via a GAT Autoencoder and Representative Models

Duygu Sap

Martin Lotz

Connor Mattinson

18 Oct 2025

Toward General Digraph Contrastive Learning: A Dual Spatial Perspective

118

18 Oct 2025

Message Passing on the Edge: Towards Scalable and Expressive GNNs

Pablo Barceló

Fabian Jogl

Alexander Kozachinskiy

Matthias Lanzinger

Stefan Neumann

Cristóbal Rojas

119

15 Oct 2025

AGNES: Adaptive Graph Neural Network and Dynamic Programming Hybrid Framework for Real-Time Nanopore Seed Chaining

Jahidul Arafat

Sanjaya Poudel

170

15 Oct 2025

Causal Inspired Multi Modal Recommendation

103

14 Oct 2025

Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution Calibration

239

14 Oct 2025

Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs

179

14 Oct 2025

Learning the Structure of Connection Graphs

13 Oct 2025

Event-Aware Prompt Learning for Dynamic Graphs

13 Oct 2025

An Encoder-Integrated PhoBERT with Graph Attention for Vietnamese Token-Level Classification

Ba-Quang Nguyen

MedIm

13 Oct 2025

Representing Data in Robotic Tactile Perception -- A Review

119

12 Oct 2025

On the Problem of Consistent Anomalies in Zero-Shot Industrial Anomaly Detection

Tai Le-Gia

Ahn Jaehyun

207

12 Oct 2025

A Graph-Attentive LSTM Model for Malicious URL Detection

Md. Ifthekhar Hossain

Kazi Abdullah Al Arafat

Bryce Shepard

Kayd Craig

Imtiaz Parvez

12 Oct 2025

Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use

100

11 Oct 2025

Deep Learning to Identify the Spatio-Temporal Cascading Effects of Train Delays in a High-Density Network

Vu Duc Anh Nguyen

Ziyue Li

10 Oct 2025

Spatio-Temporal Graph Convolutional Networks for EV Charging Demand Forecasting Using Real-World Multi-Modal Data Integration

169

10 Oct 2025

TinyGraphEstimator: Adapting Lightweight Language Models for Graph Structure Inference

Michal Podstawski

143

09 Oct 2025

Estimating Fair Graphs from Graph-Stationary Data

189

08 Oct 2025

Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors

117

08 Oct 2025

HTMformer: Hybrid Time and Multivariate Transformer for Time Series Forecasting

269

08 Oct 2025

Adaptive Stain Normalization for Cross-Domain Medical HistologyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

131

08 Oct 2025

Label-frugal satellite image change detection with generative virtual exemplar learning

Hichem Sahbi

135

08 Oct 2025

Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection

102

07 Oct 2025

Efficient Learning-based Graph Simulation for Temporal GraphsIEEE International Conference on Data Engineering (ICDE), 2025

126

07 Oct 2025

When Does Global Attention Help? A Unified Empirical Study on Atomistic Graph Learning

Arindam Chowdhury

Massimiliano Lupo Pasini

115

07 Oct 2025

Syn-Diag: An LLM-based Synergistic Framework for Generalizable Few-shot Fault Diagnosis on the Edge

Zijun Jia

Shuang Liang

Jinsong Yu

123

07 Oct 2025

Unsupervised Active Learning via Natural Feature Progressive Framework

Yuxi Liu

Catherine Lalman

Yimin Yang

150

06 Oct 2025

Hybrid-Balance GFlowNet for Solving Vehicle Routing Problems

Ni Zhang

Zhiguang Cao

127

06 Oct 2025

Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size

Farid Bozorgnia

Vyacheslav Kungurtsev

Shirali Kadyrov

Mohsen Yousefnezhad

116

06 Oct 2025

VBM-NET: Visual Base Pose Learning for Mobile Manipulation using Equivariant TransporterNet and GNNs

101

05 Oct 2025

Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes

Xiangjun Mi

Frank Mueller

UQCV

213

05 Oct 2025

Adaptive Node Feature Selection For Graph Neural Networks

Ali Azizpour

Madeline Navarro

Santiago Segarra

128

03 Oct 2025

Cross-Modal Reconstruction Pretraining for Ramp Flow Prediction at Highway Interchanges

167

03 Oct 2025

GDLNN: Marriage of Programming Language and Neural Networks for Accurate and Easy-to-Explain Graph Classification

Minseok Jeon

Seunghyun Park

100

01 Oct 2025

Stealthy Yet Effective: Distribution-Preserving Backdoor Attacks on Graph Classification

145

30 Sep 2025

Neighbor-aware informal settlement mapping with graph convolutional networks

202

30 Sep 2025

G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge

...

104

29 Sep 2025

Single-Core Superscalar Optimization of Clifford Neural Layers

X. Angelo Huang

Ruben Ciranni

Giovanni Spadaccini

Carla J. López Zurita

129

29 Sep 2025

Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact Assaults

118

29 Sep 2025

Pure Node Selection for Imbalanced Graph Node Classification

28 Sep 2025

Neighborhood Sampling Does Not Learn the Same Graph Neural Network

141

26 Sep 2025

SHAKE-GNN: Scalable Hierarchical Kirchhoff-Forest Graph Neural Network

Zhipu Cui

Johannes Lutzeyer

GNN

139

26 Sep 2025

Enhancing Molecular Property Prediction with Knowledge from Large Language Models

148

25 Sep 2025