Graph Neural Networks

True or False? Detecting False Information on Social Media Using Graph Neural Networks COLING 2022 TwiBot-22: Towards Graph-Based Twitter Bot Detection NeurIPS 2022 Uncovering the Structural Fairness in Graph Contrastive Learning NeurIPS 2022 Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries NeurIPS 2022 Understanding and Improving Graph Injection Attack by Promoting Unnoticeability ICLR 2022 Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective NeurIPS 2022 Understanding over-squashing and bottlenecks on graphs via curvature ICLR 2022 Universally Expressive Communication in Multi-Agent Reinforcement Learning NeurIPS 2022 Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems NeurIPS 2022 Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology ICML 2022 UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification SemEval 2022 Using Graph Representation Learning with Schema Encoders to Measure the Severity of Depressive Symptoms ICLR 2022 Utterance-by-utterance overlap-aware neural diarization with Graph-PIT Interspeech 2022 VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022 Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022 VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022 Versatile Multi-stage Graph Neural Network for Circuit Representation NeurIPS 2022 Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification IJCAI 2022 Vision GNN: An Image is Worth Graph of Nodes NeurIPS 2022 Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition AAAI 2022 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022 Weisfeiler-Lehman Meets Gromov-Wasserstein ICML 2022 What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022 What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022 What Makes Graph Neural Networks Miscalibrated? NeurIPS 2022