Architectures

Graph Edit Networks ICLR 2021 Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification NAACL 2021 Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks IJCAI 2021 Graph Filter-based Multi-view Attributed Graph Clustering IJCAI 2021 GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NeurIPS 2021 GraphFPN: Graph Feature Pyramid Network for Object Detection ICCV 2021 Graph-Free Knowledge Distillation for Graph Neural Networks IJCAI 2021 Graph Game Embedding AAAI 2021 Graph Heterogeneous Multi-Relational Recommendation AAAI 2021 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