Graph Neural Networks

A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024 Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval NeurIPS 2024 Association Pattern-aware Fusion for Biological Entity Relationship Prediction NeurIPS 2024 A Structure-Aware Framework for Learning Device Placements on Computation Graphs NeurIPS 2024 A Survey of Data-Efficient Graph Learning IJCAI 2024 A Survey of Graph Meets Large Language Model: Progress and Future Directions IJCAI 2024 ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network AAAI 2024 A Topological Perspective on Demystifying GNN-Based Link Prediction Performance ICLR 2024 A Topology-aware Graph Coarsening Framework for Continual Graph Learning NeurIPS 2024 A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024 Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification AAAI 2024 Attribute-Missing Graph Clustering Network AAAI 2024 A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024 Auditory Spatial Attention Detection Based on Feature Disentanglement and Brain Connectivity-Informed Graph Neural Networks Interspeech 2024 A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion ACL 2024 Automated Camera Calibration via Homography Estimation With GNNs WACV 2024 Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs NeurIPS 2024 Automated Loss function Search for Class-imbalanced Node Classification ICML 2024 BackTime: Backdoor Attacks on Multivariate Time Series Forecasting NeurIPS 2024 Barely Supervised Learning for Graph-Based Fraud Detection AAAI 2024 Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy AAAI 2024 Benchmarking Reliability of Deep Learning Models for Pathological Gait Classification MLHC 2024 BENO: Boundary-embedded Neural Operators for Elliptic PDEs ICLR 2024 Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning AAAI 2024 Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NeurIPS 2024