graph neural network

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 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 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 Video as Conditional Graph Hierarchy for Multi-Granular Question Answering AAAI 2022 Vision GNN: An Image is Worth Graph of Nodes NeurIPS 2022 Visual Consensus Modeling for Video-Text Retrieval AAAI 2022 Visually-aware Acoustic Event Detection using Heterogeneous Graphs Interspeech 2022 Visual Understanding of Complex Table Structures From Document Images WACV 2022 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022 What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022 What Makes Graph Neural Networks Miscalibrated? NeurIPS 2022 What’s Wrong with Deep Learning in Tree Search for Combinatorial Optimization ICLR 2022 Why Propagate Alone? Parallel Use of Labels and Features on Graphs ICLR 2022 WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ACL 2022 K^2-GNN: Multiple Users’ Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks ACML 2021