message passing

Weisfeiler-Leman at the margin: When more expressivity matters ICML 2024 What do Graph Neural Networks learn? Insights from Tropical Geometry NeurIPS 2024 ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks ICLR 2023 Adversarially Robust Neural Architecture Search for Graph Neural Networks CVPR 2023 Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions NeurIPS 2023 Affinity-Aware Graph Networks NeurIPS 2023 A Generalization of ViT/MLP-Mixer to Graphs ICML 2023 A graphon-signal analysis of graph neural networks NeurIPS 2023 AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity NeurIPS 2023 A Message Passing Perspective on Learning Dynamics of Contrastive Learning ICLR 2023 Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions ICLR 2023 A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks ICLR 2023 Anti-Symmetric DGN: a stable architecture for Deep Graph Networks ICLR 2023 Approximate Inference in Logical Credal Networks IJCAI 2023 Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond NeurIPS 2023 CktGNN: Circuit Graph Neural Network for Electronic Design Automation ICLR 2023 Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023 Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NeurIPS 2023 Data Imputation with Iterative Graph Reconstruction AAAI 2023 Deep Hierarchical Communication Graph in Multi-Agent Reinforcement Learning IJCAI 2023 Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power NeurIPS 2023 DRew: Dynamically Rewired Message Passing with Delay ICML 2023 DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023 E$(n)$ Equivariant Message Passing Simplicial Networks ICML 2023 EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model AISTATS 2023