Graph Neural Networks

Dynamic Knowledge Graph Alignment AAAI 2021 Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation CVPR 2021 EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning EMNLP 2021 ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning CVPR 2021 Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021 Edge Representation Learning with Hypergraphs NeurIPS 2021 Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction EMNLP 2021 Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL 2021 EIGNN: Efficient Infinite-Depth Graph Neural Networks NeurIPS 2021 Elastic Graph Neural Networks ICML 2021 Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) AAAI 2021 End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs EMNLP 2021 End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks ICCV 2021 E(n) Equivariant Graph Neural Networks ICML 2021 E(n) Equivariant Normalizing Flows NeurIPS 2021 Enhanced Boundary Learning for Glass-Like Object Segmentation ICCV 2021 Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition ACL 2021 Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing AAAI 2021 Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021 Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021 EQG-RACE: Examination-Type Question Generation AAAI 2021 Equivariant message passing for the prediction of tensorial properties and molecular spectra ICML 2021 Equivariant Point Network for 3D Point Cloud Analysis CVPR 2021 Event Graph based Sentence Fusion EMNLP 2021 EventKE: Event-Enhanced Knowledge Graph Embedding EMNLP 2021