inductive learning

StATIK: Structure and Text for Inductive Knowledge Graph Completion NAACL 2022 TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs AAAI 2022 A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021 Communicative Message Passing for Inductive Relation Reasoning AAAI 2021 GraphReach: Position-Aware Graph Neural Network using Reachability Estimations IJCAI 2021 INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding NeurIPS 2021 Inductive Graph Neural Networks for Spatiotemporal Kriging AAAI 2021 Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL 2021 Inductive Topic Variational Graph Auto-Encoder for Text Classification NAACL 2021 Joint Inductive and Transductive Learning for Video Object Segmentation ICCV 2021 NeuroMLR: Robust & Reliable Route Recommendation on Road Networks NeurIPS 2021 Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives ICML 2021 Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NeurIPS 2021 Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification EMNLP 2020 Commonsense Reasoning to Guide Deep Learning for Scene Understanding (Extended Abstract) IJCAI 2020 Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks ACL 2020 GraphSAINT: Graph Sampling Based Inductive Learning Method ICLR 2020 Inductive and Unsupervised Representation Learning on Graph Structured Objects ICLR 2020 Inductive Link Prediction for Nodes Having Only Attribute Information IJCAI 2020 Inductive representation learning on temporal graphs ICLR 2020 Parameterized Explainer for Graph Neural Network NeurIPS 2020 Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning on Robots RSS 2019 GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019 Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019