This page was last updated on 2026-06-08 07:58:42 UTC
Recommendations for the article Taming Local Effects in Graph-based Spatiotemporal Forecasting
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | Graph Deep Learning for Time Series Forecasting | Andrea Cini, Ivan Marisca, Daniele Zambon, C. Alippi | 2023-10-24 | ACM Computing Surveys | 48 | 56 |
| visibility_off | Scalable Spatiotemporal Graph Neural Networks | Andrea Cini, Ivan Marisca, F. Bianchi, C. Alippi | 2022-09-14 | ArXiv | 106 | 56 |
| visibility_off | An Overview of Spatiotemporal Network Forecasting: Current Research Status and Methodological Evolution | Chenchen Yang, Wenbing Zhang, Yingjiang Zhou | 2025-12-21 | Mathematics | 0 | 8 |
| visibility_off | Dynamic Sheaf Diffusion Networks with Adaptive Local Structure for Heterogeneous Spatio-Temporal Graph Learning | A. Mostafa, Raneen Younis, Zahra Ahmadi | 2026-04-13 | ArXiv | 1 | 4 |
| visibility_off | Sparse Graph Learning from Spatiotemporal Time Series | Andrea Cini, Daniele Zambon, C. Alippi | 2022-05-26 | J. Mach. Learn. Res. | 34 | 56 |
| visibility_off | Unified Spatio-Temporal Graph Neural Networks: Data-Driven Modeling for Social Science | Yifan Li, Yu Lin, Y. Gao, L. Khan | 2022-07-18 | 2022 International Joint Conference on Neural Networks (IJCNN) | 0 | 14 |
| visibility_off | ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data | Zhenyu Lei, Yushun Dong, Jundong Li, Chen Chen | 2024-12-14 | ArXiv | 7 | 27 |
| visibility_off | Embedding Enhanced MLP Enables Simple and Extensible Spatiotemporal Forecasting | Ziyang Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Yang Wang | 2025-04-06 | ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 1 | 14 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |