Graph Neural Networks

Action Genome: Actions As Compositions of Spatio-Temporal Scene Graphs CVPR 2020 Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation ICML 2020 Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks IJCAI 2020 Adversarial Mutual Information Learning for Network Embedding IJCAI 2020 A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020 A graph similarity for deep learning NeurIPS 2020 A Multi-Scale Approach for Graph Link Prediction AAAI 2020 An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020 A Re-evaluation of Knowledge Graph Completion Methods ACL 2020 ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020 Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020 BANANA: when Behavior ANAlysis meets social Network Alignment IJCAI 2020 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification EMNLP 2020 BERT-INT:A BERT-based Interaction Model For Knowledge Graph Alignment IJCAI 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 Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020 Building powerful and equivariant graph neural networks with structural message-passing NeurIPS 2020 Bursting the Filter Bubble: Fairness-Aware Network Link Prediction AAAI 2020 Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? EMNLP 2020 Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction ACL 2020 CFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex Tables AAAI 2020 Communicative Representation Learning on Attributed Molecular Graphs IJCAI 2020 ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020 Composing Good Shots by Exploiting Mutual Relations CVPR 2020