message passing

Separate but Equal: Equality in Belief Propagation for Single Cycle Graphs AAAI 2023 Signed Laplacian Graph Neural Networks AAAI 2023 SimMatchV2: Semi-Supervised Learning with Graph Consistency ICCV 2023 SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023 Some Might Say All You Need Is Sum IJCAI 2023 SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023 SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network NeurIPS 2023 Taming Local Effects in Graph-based Spatiotemporal Forecasting NeurIPS 2023 Tangentially Elongated Gaussian Belief Propagation for Event-Based Incremental Optical Flow Estimation CVPR 2023 TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023 Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023 The expressive power of pooling in Graph Neural Networks NeurIPS 2023 The Power of Recursion in Graph Neural Networks for Counting Substructures AISTATS 2023 TIDE: Time Derivative Diffusion for Deep Learning on Graphs ICML 2023 Total Variation Graph Neural Networks ICML 2023 Towards Open Temporal Graph Neural Networks ICLR 2023 Understanding Oversquashing in GNNs through the Lens of Effective Resistance ICML 2023 Weakly Supervised Posture Mining for Fine-Grained Classification CVPR 2023 p-Laplacian Based Graph Neural Networks ICML 2022 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing AAAI 2022 Abstractive Summarization Guided by Latent Hierarchical Document Structure EMNLP 2022 ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph EMNLP 2022 AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension ACL 2022 Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment EMNLP 2022 A New Perspective on "How Graph Neural Networks Go Beyond Weisfeiler-Lehman?" ICLR 2022