← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Exploring Large Language Models for Effective Rumor Detection on Social Media NAACL 2025
Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025
MGCA-Net: Multi-Graph Contextual Attention Network for Two-View Correspondence Learning IJCAI 2025
GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum IJCAI 2025
ReassembleNet: Learnable Keypoints and Diffusion for 2D Fresco Reconstruction ICCV 2025
Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection AAAI 2025
Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025
Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025
Deep Hypergraph Neural Networks with Tight Framelets AAAI 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics NAACL 2025
An Association-based Fusion Method for Speech Enhancement IJCAI 2025
Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025
GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025
GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025
Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs AAAI 2025
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media NAACL 2025
Cross-Lingual Knowledge Projection and Knowledge Enhancement for Zero-Shot Question Answering in Low-Resource Languages COLING 2025
Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025
Text-Attributed Graph Learning with Coupled Augmentations COLING 2025
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025
Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings COLING 2025
Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025
Multi-Modal Entities Matter: Benchmarking Multi-Modal Entity Alignment COLING 2025