Graph Neural Networks

A Semi-Supervised Assessor of Neural Architectures CVPR 2020 Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL 2020 A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing COLING 2020 Attention-Guide Walk Model in Heterogeneous Information Network for Multi-Style Recommendation Explanation AAAI 2020 Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020 Autoencoding Keyword Correlation Graph for Document Clustering ACL 2020 Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics ACL 2020 AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding EMNLP 2020 Automated Relational Meta-learning ICLR 2020 BANANA: when Behavior ANAlysis meets social Network Alignment IJCAI 2020 Bandit Samplers for Training Graph Neural Networks NeurIPS 2020 Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract) AAAI 2020 Bayesian Graph Neural Networks with Adaptive Connection Sampling ICML 2020 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification EMNLP 2020 BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020 Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020 Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs NeurIPS 2020 Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context CVPR 2020 Bidirectional Graph Reasoning Network for Panoptic Segmentation CVPR 2020 Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020 Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020 Bipartite Flat-Graph Network for Nested Named Entity Recognition ACL 2020 Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation ACL 2020 BRP-NAS: Prediction-based NAS using GCNs NeurIPS 2020 Building powerful and equivariant graph neural networks with structural message-passing NeurIPS 2020