Graph Neural Networks

Joint Representation Learning of Legislator and Legislation for Roll Call Prediction IJCAI 2020 Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering AAAI 2020 Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020 Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020 Knowledge Graph Alignment with Entity-Pair Embedding EMNLP 2020 Knowledge Graph and Deep Neural Network for Extractive Text Summarization by Utilizing Triples COLING 2020 Knowledge Graph Transfer Network for Few-Shot Recognition AAAI 2020 Kriging Convolutional Networks AAAI 2020 L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks CVPR 2020 LambdaNet: Probabilistic Type Inference using Graph Neural Networks ICLR 2020 Learning 3D Semantic Scene Graphs From 3D Indoor Reconstructions CVPR 2020 Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020 Learning a Neural Solver for Multiple Object Tracking CVPR 2020 Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching AAAI 2020 Learning Combinatorial Solver for Graph Matching CVPR 2020 Learning Compositional Koopman Operators for Model-Based Control ICLR 2020 Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations NeurIPS 2020 Learning Cross-Modal Context Graph for Visual Grounding AAAI 2020 Learning deep graph matching with channel-independent embedding and Hungarian attention ICLR 2020 Learning Dynamic Context Graph Embedding ACML 2020 Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020 Learning Dynamic Relationships for 3D Human Motion Prediction CVPR 2020 LEARNING EXECUTION THROUGH NEURAL CODE FUSION ICLR 2020 Learning for Graph Matching and Related Combinatorial Optimization Problems IJCAI 2020 Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks AAAI 2020