Graph Neural Networks

Modeling Partially Observable Systems using Graph-Based Memory and Topological Priors L4DC 2022 Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022 Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension ACL 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022 Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks ICML 2022 Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network IJCAI 2022 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022 MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction AAAI 2022 Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays Interspeech 2022 Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ACL 2022 Multi-Graph Fusion Networks for Urban Region Embedding IJCAI 2022 Multi Graph Neural Network for Extractive Long Document Summarization COLING 2022 Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge NAACL 2022 Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation COLING 2022 Multilevel Hypernode Graphs for Effective and Efficient Entity Linking COLING 2022 Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022 Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022 Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network AAAI 2022 Multi-Relational Graph Transformer for Automatic Short Answer Grading NAACL 2022 Multi-Robot Active Mapping via Neural Bipartite Graph Matching CVPR 2022 Multi-Scale Distillation from Multiple Graph Neural Networks AAAI 2022 Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment COLING 2022 Multi-Task Classification of Sewer Pipe Defects and Properties Using a Cross-Task Graph Neural Network Decoder WACV 2022 Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks NeurIPS 2022 Multi-Vector Embedding on Networks with Taxonomies IJCAI 2022