Graph Neural Networks

Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs EMNLP 2021 Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks ICML 2021 Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters NeurIPS 2021 Learning Parametrised Graph Shift Operators ICLR 2021 Learning Semantic Representations to Verify Hardware Designs NeurIPS 2021 Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation ICCV 2021 Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data MIDL 2021 Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks NeurIPS 2021 Learning To Match Features With Seeded Graph Matching Network ICCV 2021 Learning to Pre-train Graph Neural Networks AAAI 2021 Learning to Represent Action Values as a Hypergraph on the Action Vertices ICLR 2021 Learning to Select Question-Relevant Relations for Visual Question Answering NAACL 2021 Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction IJCAI 2021 Let’s Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework ICML 2021 Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP 2021 Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation EMNLP 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021 Link Prediction with Persistent Homology: An Interactive View ICML 2021 Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021 Lossless Compression of Structured Convolutional Models via Lifting ICLR 2021 MagNet: A Neural Network for Directed Graphs NeurIPS 2021 MARS: Markov Molecular Sampling for Multi-objective Drug Discovery ICLR 2021 Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification IJCAI 2021 MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction IJCAI 2021 Memory-Augmented Dynamic Neural Relational Inference ICCV 2021