graph neural network

p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models AAAI 2024 Pluvial Flood Emulation with Hydraulics-informed Message Passing ICML 2024 Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding AAAI 2024 PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters ICLR 2024 PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations AAAI 2024 Pose Modulated Avatars from Video ICLR 2024 Position: Future Directions in the Theory of Graph Machine Learning ICML 2024 Position: Relational Deep Learning - Graph Representation Learning on Relational Databases ICML 2024 PowerGraph: A power grid benchmark dataset for graph neural networks NeurIPS 2024 Power Grid Anomaly Detection via Hybrid LSTM-GIN Model (Student Abstract) AAAI 2024 Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks ICML 2024 Predicting Housing Transaction with Common Covariance GNNs IJCAI 2024 Predicting Lagrangian Multipliers for Mixed Integer Linear Programs ICML 2024 Predictive Modeling with Temporal Graphical Representation on Electronic Health Records IJCAI 2024 PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling AAAI 2024 Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution EMNLP 2024 Probabilistically Rewired Message-Passing Neural Networks ICLR 2024 Probabilistic Graph Rewiring via Virtual Nodes NeurIPS 2024 Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks NeurIPS 2024 ProG: A Graph Prompt Learning Benchmark NeurIPS 2024 Prompt Tuning for Few-shot Relation Extraction via Modeling Global and Local Graphs COLING 2024 Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection AAAI 2024 Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers AAAI 2024 ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NeurIPS 2024 Provably Powerful Graph Neural Networks for Directed Multigraphs AAAI 2024