conftrace_
← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4,522 papers

Papers per year

1
2
504
532
'10
'15
'20
'25

Papers

Recurrent Graph Neural Networks and Their Connections to Bisimulation and Logic AAAI 2024
Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering AAAI 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction AAAI 2024
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024
Structural Information Enhanced Graph Representation for Link Prediction AAAI 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024
Attribute-Missing Graph Clustering Network AAAI 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems AAAI 2024
SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering AAAI 2024
Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024
GOODAT: Towards Test-Time Graph Out-of-Distribution Detection AAAI 2024
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data AAAI 2024
Graph-Aware Contrasting for Multivariate Time-Series Classification AAAI 2024
Hyperbolic Graph Diffusion Model AAAI 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024
Self-Training Based Few-Shot Node Classification by Knowledge Distillation AAAI 2024
Union Subgraph Neural Networks AAAI 2024
Residual Hyperbolic Graph Convolution Networks AAAI 2024
GraFITi: Graphs for Forecasting Irregularly Sampled Time Series AAAI 2024
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Dynamic Spiking Graph Neural Networks AAAI 2024
Barely Supervised Learning for Graph-Based Fraud Detection AAAI 2024