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dynamic graph

125 papers

Papers

Temporal Graph Benchmark for Machine Learning on Temporal Graphs NeurIPS 2023 Time-Aware Random Walk Diffusion to Improve Dynamic Graph Learning AAAI 2023 Towards Better Dynamic Graph Learning: New Architecture and Unified Library NeurIPS 2023 Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023 Continuous Temporal Graph Networks for Event-Based Graph Data NAACL 2022 Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NeurIPS 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022 DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022 Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift NeurIPS 2022 From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022 Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022 Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NeurIPS 2022 Parameter-free Dynamic Graph Embedding for Link Prediction NeurIPS 2022 Temporal Graph Analysis of Misinformation Spreaders in Social Media COLING 2022 Towards Better Evaluation for Dynamic Link Prediction NeurIPS 2022 A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021 DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking CVPR 2021 Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers AAAI 2021 Dynamic Graph Transformer for Implicit Tag Recognition EACL 2021 Dynamic Trace Estimation NeurIPS 2021 Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs AAAI 2021 Interactive Machine Comprehension with Dynamic Knowledge Graphs EMNLP 2021 Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021 MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning IJCAI 2021