graph representation learning

Counterfacual Fairness for Graph Neural Networks with Limited and Privacy Protected Sensitive Attributes ACML 2024 Counting Graph Substructures with Graph Neural Networks ICLR 2024 Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction NeurIPS 2024 Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks ICLR 2024 Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NeurIPS 2024 Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024 Dynamic Reactive Spiking Graph Neural Network AAAI 2024 Dynamic Spiking Graph Neural Networks AAAI 2024 Effective High-order Graph Representation Learning for Credit Card Fraud Detection IJCAI 2024 Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024 Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering NeurIPS 2024 Exploring the Role of Node Diversity in Directed Graph Representation Learning IJCAI 2024 Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024 GC-Bench: An Open and Unified Benchmark for Graph Condensation NeurIPS 2024 GFT: Graph Foundation Model with Transferable Tree Vocabulary NeurIPS 2024 GLDL: Graph Label Distribution Learning AAAI 2024 GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction NeurIPS 2024 Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024 Graph Lottery Ticket Automated ICLR 2024 Graph Neural Networks with Soft Association between Topology and Attribute AAAI 2024 HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning NeurIPS 2024 HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024 HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Label Attentive Distillation for GNN-Based Graph Classification AAAI 2024