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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking ACL 2025
LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025
An Association-based Fusion Method for Speech Enhancement IJCAI 2025
The Graph’s Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation IJCAI 2025
GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer ICCV 2025
Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections ICCV 2025
GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding ACL 2025
LeCNet: A Legal Citation Network Benchmark Dataset IJCNLP 2025
TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation IJCNLP 2025
Dynamic Spectral Graph Anomaly Detection AAAI 2025
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025
Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025
Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025
Exploring Large Language Models for Effective Rumor Detection on Social Media NAACL 2025
MGCA-Net: Multi-Graph Contextual Attention Network for Two-View Correspondence Learning IJCAI 2025
LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification NAACL 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025
Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025
Detecting Sexism in Tweets: A Sentiment Analysis and Graph Neural Network Approach NAACL 2025
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics NAACL 2025
AKBR: Learning Adaptive Kernel-based Representations for Graph Classification IJCAI 2025
Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025
GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025