message passing

Training-Free Message Passing for Learning on Hypergraphs ICLR 2025 Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution AAAI 2025 Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing CVPR 2025 What Can We Learn From MIMO Graph Convolutions? IJCAI 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025 D^2 Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning ICLR 2024 Adaptive Self-training Framework for Fine-grained Scene Graph Generation ICLR 2024 A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening NeurIPS 2024 A Generalized Neural Diffusion Framework on Graphs AAAI 2024 A Graph Dynamics Prior for Relational Inference AAAI 2024 AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024 A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation AAAI 2024 Are Graph Neural Networks Optimal Approximation Algorithms? NeurIPS 2024 Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? NeurIPS 2024 Association Pattern-aware Fusion for Biological Entity Relationship Prediction NeurIPS 2024 A Topological Perspective on Demystifying GNN-Based Link Prediction Performance ICLR 2024 Bayes-optimal learning of an extensive-width neural network from quadratically many samples NeurIPS 2024 Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling COLING 2024 Boosting Graph Anomaly Detection with Adaptive Message Passing ICLR 2024 Boosting Graph Pooling with Persistent Homology NeurIPS 2024 Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024 Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification NeurIPS 2024 Clifford Group Equivariant Simplicial Message Passing Networks ICLR 2024 Clustering-Augmented Fraud Detection on Graphs Using Label-Aware Feature Aggregation ACML 2024 Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention NeurIPS 2024