Graph Neural Networks

Deep Semantic Compliance Advisor for Unstructured Document Compliance Checking IJCAI 2020 DeepSphere: a graph-based spherical CNN ICLR 2020 Deep Statistical Solvers NeurIPS 2020 DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020 Density-Aware Feature Embedding for Face Clustering CVPR 2020 Density-Aware Graph for Deep Semi-Supervised Visual Recognition CVPR 2020 DEPARA: Deep Attribution Graph for Deep Knowledge Transferability CVPR 2020 Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020 Design Space for Graph Neural Networks NeurIPS 2020 Detect All Abuse! Toward Universal Abusive Language Detection Models COLING 2020 DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation AAAI 2020 DGE: Deep Generative Network Embedding Based on Commonality and Individuality AAAI 2020 DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling NeurIPS 2020 Digraph Inception Convolutional Networks NeurIPS 2020 Directional Message Passing for Molecular Graphs ICLR 2020 Dirichlet Graph Variational Autoencoder NeurIPS 2020 Discourse-Aware Neural Extractive Text Summarization ACL 2020 Discovering Symbolic Models from Deep Learning with Inductive Biases NeurIPS 2020 Disentangle-based Continual Graph Representation Learning EMNLP 2020 Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition CVPR 2020 Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NeurIPS 2020 Distilling Knowledge From Graph Convolutional Networks CVPR 2020 Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020 Distinguish Confusing Law Articles for Legal Judgment Prediction ACL 2020 Distributed Representations for Arithmetic Word Problems AAAI 2020