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dynamic graph

108 papers

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Co-occurring keywords

graph neural network (3962) link prediction (624) representation learning (6206) graph representation learning (246) temporal graph (59) graph convolutional network (658) node classification (482) anomaly detection (747) graph embedding (349) contrastive learning (4032)

Papers

Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization NIPS 2023
Time-Aware Random Walk Diffusion to Improve Dynamic Graph Learning AAAI 2023
Towards Better Dynamic Graph Learning: New Architecture and Unified Library NIPS 2023
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation NIPS 2023
Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network EMNLP 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023
Enhancing Dynamic GCN for Node Attribute Forecasting with Meta Spatial-Temporal Learning (Student Abstract) AAAI 2023
HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting ICCV 2023
Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023
Temporal Graph Benchmark for Machine Learning on Temporal Graphs NIPS 2023
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts NIPS 2023
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023
Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023
DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NIPS 2022
DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022
Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022
DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift NIPS 2022
Parameter-free Dynamic Graph Embedding for Link Prediction NIPS 2022
Temporal Graph Analysis of Misinformation Spreaders in Social Media COLING 2022
Continuous Temporal Graph Networks for Event-Based Graph Data NAACL 2022
From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022
Towards Better Evaluation for Dynamic Link Prediction NIPS 2022
Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022