graph neural network

A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NeurIPS 2024 Are Graph Neural Networks Optimal Approximation Algorithms? NeurIPS 2024 Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NeurIPS 2024 Article Classification with Graph Neural Networks and Multigraphs COLING 2024 A Semi-supervised Molecular Learning Framework for Activity Cliff Estimation IJCAI 2024 AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction NeurIPS 2024 A Simple and Scalable Representation for Graph Generation ICLR 2024 A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 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 AttriSage: Product Attribute Value Extraction Using Graph Neural Networks EACL 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 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 BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering COLING 2024 Barely Supervised Learning for Graph-Based Fraud Detection AAAI 2024