Graph Neural Networks

Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes AAAI 2020 Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation AAAI 2020 Multi-View Attribute Graph Convolution Networks for Clustering IJCAI 2020 Multi-View Joint Graph Representation Learning for Urban Region Embedding IJCAI 2020 Music Gesture for Visual Sound Separation CVPR 2020 Natural Graph Networks NeurIPS 2020 Neighbor Combinatorial Attention for Critical Structure Mining IJCAI 2020 NENN: Incorporate Node and Edge Features in Graph Neural Networks ACML 2020 Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020 Neural Deepfake Detection with Factual Structure of Text EMNLP 2020 Neural Execution of Graph Algorithms ICLR 2020 Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network EMNLP 2020 Neural Graph Embedding for Neural Architecture Search AAAI 2020 Neural Graph Matching Networks for Chinese Short Text Matching ACL 2020 Neural Network Branching for Neural Network Verification ICLR 2020 Neural Reranking for Dependency Parsing: An Evaluation ACL 2020 Neural Topic Modeling by Incorporating Document Relationship Graph EMNLP 2020 NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification EMNLP 2020 Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding NeurIPS 2020 Non Parametric Graph Learning for Bayesian Graph Neural Networks UAI 2020 Object Relational Graph With Teacher-Recommended Learning for Video Captioning CVPR 2020 On Incorporating Structural Information to improve Dialogue Response Generation ACL 2020 Online Planner Selection with Graph Neural Networks and Adaptive Scheduling AAAI 2020 On the Equivalence between Positional Node Embeddings and Structural Graph Representations ICLR 2020 On the equivalence of molecular graph convolution and molecular wave function with poor basis set NeurIPS 2020