Graph Neural Networks

Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020 Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020 Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020 Domain Adaptive Classification on Heterogeneous Information Networks IJCAI 2020 Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020 DPGN: Distribution Propagation Graph Network for Few-Shot Learning CVPR 2020 DropEdge: Towards Deep Graph Convolutional Networks on Node Classification ICLR 2020 DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020 DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction SemEval 2020 DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes CVPR 2020 DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020 Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning ICLR 2020 Dynamic Graph Message Passing Networks CVPR 2020 Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction CVPR 2020 Dynamic Neural Relational Inference CVPR 2020 Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation EMNLP 2020 Effective Decoding in Graph Auto-Encoder Using Triadic Closure AAAI 2020 Efficient Probabilistic Logic Reasoning with Graph Neural Networks ICLR 2020 Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More ICML 2020 Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020 End-to-End Bootstrapping Neural Network for Entity Set Expansion AAAI 2020 End-to-End Emotion-Cause Pair Extraction with Graph Convolutional Network COLING 2020 Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge ACL 2020 Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks COLING 2020 Enhancing Generalization in Natural Language Inference by Syntax EMNLP 2020