{"total":15,"rows":[{"id":"2409.17986","title":"Supra-Laplacian Encoding for Transformer on Dynamic Graphs","created":"2024-09-26","cited_by_count":6,"area":null},{"id":"2506.01596","title":"Understanding and Improving Laplacian Positional Encodings For Temporal GNNs","created":"2025-06-02","cited_by_count":3,"area":null},{"id":"2503.01580","title":"A Selective Learning Method for Temporal Graph Continual Learning","created":"2025-03-03","cited_by_count":1,"area":null},{"id":"2506.13099","title":"Dynamic Graph Condensation","created":"2025-06-16","cited_by_count":1,"area":null},{"id":"2602.01124","title":"ChronoSpike: An Adaptive Spiking Graph Neural Network for Dynamic Graphs","created":"2026-02-01","cited_by_count":1,"area":null},{"id":"2407.12370","title":"Temporal receptive field in dynamic graph learning: A comprehensive analysis","created":"2024-07-17","cited_by_count":0,"area":null},{"id":"2408.06121","title":"A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs","created":"2024-08-12","cited_by_count":0,"area":null},{"id":"2410.15849","title":"Focus Where It Matters: Graph Selective State Focused Attention Networks","created":"2024-10-21","cited_by_count":0,"area":null},{"id":"2501.11880","title":"Community-Aware Temporal Walks: Parameter-Free Representation Learning on Continuous-Time Dynamic Graphs","created":"2025-01-21","cited_by_count":0,"area":null},{"id":"2505.16685","title":"On the use of Graphs for Satellite Image Time Series","created":"2025-05-22","cited_by_count":0,"area":null},{"id":"2511.11837","title":"MP-GFormer: A 3D-Geometry-Aware Dynamic Graph Transformer Approach for Machining Process Planning","created":"2025-11-14","cited_by_count":0,"area":null},{"id":"2603.11816","title":"VisiFold: Long-Term Traffic Forecasting via Temporal Folding Graph and Node Visibility","created":"2026-03-12","cited_by_count":0,"area":null},{"id":"2604.18379","title":"Forecasting Ionospheric Irregularities on GNSS Lines of Sight Using Dynamic Graphs with Ephemeris Conditioning","created":"2026-04-20","cited_by_count":0,"area":null},{"id":"2605.13863","title":"Neuromorphic Graph Anomaly Detection via Adaptive STDP and Spiking Graph Neural Networks","created":"2026-04-29","cited_by_count":0,"area":null},{"id":"2607.14102","title":"UniSAGE: Unifying Static and Dynamic Attributes with Hyper-Structure","created":"2026-05-06","cited_by_count":0,"area":null}],"next_cursor":null}