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graph neural network

4,589 papers

GNNS GNN

Papers

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 Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance ICCV 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 Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification EMNLP 2021 Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling IJCAI 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 Matérn Gaussian Processes on Graphs AISTATS 2021 Memory-Augmented Dynamic Neural Relational Inference ICCV 2021 Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks ICCV 2021 Metric Learning for comparison of HMMs using Graph Neural Networks ACML 2021 Metropolis-Hastings Data Augmentation for Graph Neural Networks NeurIPS 2021 MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization AAAI 2021 Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021 Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction AAAI 2021 Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ACL 2021 Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning ICCV 2021