Graph Neural Networks

Graph Neural Networks with Adaptive Readouts NeurIPS 2022 Graph Neural Networks with Learnable Structural and Positional Representations ICLR 2022 Graph Partitioning and Sparse Matrix Ordering using Reinforcement Learning and Graph Neural Networks JMLR 2022 Graph Pointer Neural Networks AAAI 2022 GraphQNTK: Quantum Neural Tangent Kernel for Graph Data NeurIPS 2022 Graph Refinement for Coreference Resolution ACL 2022 Graph-Relational Domain Adaptation ICLR 2022 Graph Scattering beyond Wavelet Shackles NeurIPS 2022 Graph Self-supervised Learning with Accurate Discrepancy Learning NeurIPS 2022 Graph Structure Learning with Variational Information Bottleneck AAAI 2022 Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation AAAI 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022 GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution COLING 2022 GreaseLM: Graph REASoning Enhanced Language Models ICLR 2022 GREED: A Neural Framework for Learning Graph Distance Functions NeurIPS 2022 GREENER: Graph Neural Networks for News Media Profiling EMNLP 2022 Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022 GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction With Relational Reasoning CVPR 2022 GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games NeurIPS 2022 H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022 HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022 Handling Distribution Shifts on Graphs: An Invariance Perspective ICLR 2022 HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization COLING 2022 HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations ACL 2022 Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers AAAI 2022