message passing

Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022 Graph-Guided Network for Irregularly Sampled Multivariate Time Series ICLR 2022 Graph Neural Networks with Adaptive Readouts NeurIPS 2022 HL-Net: Heterophily Learning Network for Scene Graph Generation CVPR 2022 How Powerful are K-hop Message Passing Graph Neural Networks NeurIPS 2022 Incorporating Constituent Syntax for Coreference Resolution AAAI 2022 Iterative Scene Graph Generation NeurIPS 2022 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 Keypoint Message Passing for Video-Based Person Re-identification AAAI 2022 Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples AAAI 2022 Learning interacting dynamical systems with latent Gaussian process ODEs NeurIPS 2022 Learning Modular Simulations for Homogeneous Systems NeurIPS 2022 Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning NeurIPS 2022 Learning Physical Dynamics with Subequivariant Graph Neural Networks NeurIPS 2022 Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022 Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence JMLR 2022 Long Range Graph Benchmark NeurIPS 2022 LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022 Message Passing Neural PDE Solvers ICLR 2022 Modular Flows: Differential Molecular Generation NeurIPS 2022 Multi-layer State Evolution Under Random Convolutional Design NeurIPS 2022 Neural Topological Ordering for Computation Graphs NeurIPS 2022 NeuroBE: Escalating neural network approximations of Bucket Elimination UAI 2022 Node Feature Kernels Increase Graph Convolutional Network Robustness AISTATS 2022 NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification NeurIPS 2022