graph neural network

Few-Shot Semantic Dependency Parsing via Graph Contrastive Learning COLING 2024 Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024 Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation MIDL 2024 Forward Learning of Graph Neural Networks ICLR 2024 FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning AAAI 2024 FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction ICLR 2024 From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble ICML 2024 From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach AISTATS 2024 From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction COLING 2024 From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module ICLR 2024 From Similarity to Superiority: Channel Clustering for Time Series Forecasting NeurIPS 2024 FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection NeurIPS 2024 FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NeurIPS 2024 Full-Body Motion Reconstruction with Sparse Sensing from Graph Perspective AAAI 2024 Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data AAAI 2024 Functional Graph Convolutional Networks: A Unified Multi-task and Multi-modal Learning Framework to Facilitate Health and Social-Care Insights IJCAI 2024 G^2N^2 : Weisfeiler and Lehman go grammatical ICLR 2024 G^2SAM: Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection AAAI 2024 G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks AAAI 2024 GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction ACL 2024 GAINER: Graph Machine Learning with Node-specific Radius for Classification of Short Texts and Documents EACL 2024 GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking AAAI 2024 Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images NeurIPS 2024 GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification WACV 2024 GC-Bench: An Open and Unified Benchmark for Graph Condensation NeurIPS 2024