Graph Neural Networks

Graphine: A Dataset for Graph-aware Terminology Definition Generation EMNLP 2021 Graph Information Bottleneck for Subgraph Recognition ICLR 2021 Graph Isomorphism Network for Speech Emotion Recognition Interspeech 2021 GraphMI: Extracting Private Graph Data from Graph Neural Networks IJCAI 2021 GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021 Graph Mixture Density Networks ICML 2021 GraphMR: Graph Neural Network for Mathematical Reasoning EMNLP 2021 GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021 Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021 Graph Neural Networks for Distributed Linear-Quadratic Control L4DC 2021 Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021 Graph Neural Networks with Adaptive Residual NeurIPS 2021 Graph Neural Networks with Heterophily AAAI 2021 Graph Neural Networks with Local Graph Parameters NeurIPS 2021 Graph Neural Network to Dilute Outliers for Refactoring Monolith Application AAAI 2021 GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training ICML 2021 Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers Interspeech 2021 Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification NeurIPS 2021 GraphReach: Position-Aware Graph Neural Network using Reachability Estimations IJCAI 2021 Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021 Graph Stacked Hourglass Networks for 3D Human Pose Estimation CVPR 2021 Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs ICCV 2021 Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021 Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning ICLR 2021 Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models IJCAI 2021