node representation

Universal Graph Convolutional Networks NeurIPS 2021 A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020 Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020 Continuous Graph Neural Networks ICML 2020 Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NeurIPS 2020 Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020 Exploiting Mutual Information for Substructure-aware Graph Representation Learning IJCAI 2020 GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020 Inductive Anomaly Detection on Attributed Networks IJCAI 2020 L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks CVPR 2020 Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020 The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020 Towards Deeper Graph Neural Networks with Differentiable Group Normalization NeurIPS 2020 Dense Node Representation for Geolocation EMNLP 2019 Disentangled Graph Convolutional Networks ICML 2019 Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL 2019 Enhancing AMR-to-Text Generation with Dual Graph Representations EMNLP 2019 Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019 Incorporating Network Embedding into Markov Random Field for Better Community Detection AAAI 2019 Making Fast Graph-based Algorithms with Graph Metric Embeddings ACL 2019 Rethinking Kernel Methods for Node Representation Learning on Graphs NeurIPS 2019 Solving graph compression via optimal transport NeurIPS 2019 Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019 Deep Attributed Network Embedding IJCAI 2018 Learning Graph Representations with Embedding Propagation NeurIPS 2017