| Dynamic graph structure learning for multivariate time series forecasting ZL Li, GW Zhang, J Yu, LY Xu Pattern Recognition 138, 109423, 2023 | 62 | 2023 |
| Dynamic spatio-temporal graph network with adaptive propagation mechanism for multivariate time series forecasting ZL Li, J Yu, GW Zhang, LY Xu Expert Systems with Applications 216, 119374, 2023 | 36 | 2023 |
| The data-based adaptive graph learning network for analysis and prediction of offshore wind speed Y Ren, Z Li, L Xu, J Yu Energy 267, 126590, 2023 | 24 | 2023 |
| Dynamic adaptive spatio-temporal graph neural network for multi-node offshore wind speed forecasting Z Gao, Z Li, L Xu, J Yu Applied Soft Computing 141, 110294, 2023 | 16 | 2023 |
| Global spatiotemporal graph attention network for sea surface temperature prediction Z Gao, Z Li, J Yu, L Xu IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023 | 16 | 2023 |
| Time series prediction of sea surface temperature based on an adaptive graph learning neural model T Wang, Z Li, X Geng, B Jin, L Xu Future Internet 14 (6), 171, 2022 | 14 | 2022 |
| Dynamic spatiotemporal interactive graph neural network for multivariate time series forecasting Z Gao, Z Li, H Zhang, J Yu, L Xu Knowledge-Based Systems 280, 110995, 2023 | 11 | 2023 |
| Adaptive graph neural network based South China Sea seawater temperature prediction and multivariate uncertainty correlation analysis J Pan, Z Li, S Shi, L Xu, J Yu, X Wu Stochastic Environmental Research and Risk Assessment 37 (5), 1877-1896, 2023 | 10 | 2023 |
| Adaptive graph-learning convolutional network for multi-node offshore wind speed forecasting J Liu, X Yang, D Zhang, P Xu, Z Li, F Hu Journal of Marine Science and Engineering 11 (4), 879, 2023 | 7 | 2023 |
| Dynamic graph learning-neural network for multivariate time series modeling Z Li, G Zhang, L Xu, J Yu arXiv preprint arXiv:2112.03273, 2021 | 7 | 2021 |
| A Multi-Hierarchical attention-based prediction method on Time Series with spatio-temporal context among variables ZL Li, J Yu, XL Zhang, LY Xu, BG Jin Physica A: Statistical Mechanics and its Applications 602, 127664, 2022 | 6 | 2022 |
| Time-aware personalized graph convolutional network for multivariate time series forecasting Z Li, Z Gao, X Zhang, G Zhang, L Xu Expert Systems with Applications 240, 122471, 2024 | 4 | 2024 |
| Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting ZL Li, ZH Gao, GW Zhang, JJ Liu, LY Xu Engineering Applications of Artificial Intelligence 127, 107291, 2024 | 3 | 2024 |
| Prediction of three-dimensional ocean temperature in the South China Sea based on time series gridded data and a dynamic spatiotemporal graph neural network F Nan, Z Li, J Yu, S Shi, X Wu, L Xu Acta Oceanologica Sinica 43 (7), 26-39, 2024 | 1 | 2024 |
| A graph multi-head self-attention neural network for the multi-point long-term prediction of sea surface temperature L Sheng, LY Xu, J Yu, ZL Li Remote Sensing Letters 14 (8), 786-796, 2023 | 1 | 2023 |
| High–low frequency dynamic interactive fusion network for multivariate time series forecasting C Wang, Z Li, J Yu, L Xu Knowledge-Based Systems 310, 112951, 2025 | | 2025 |