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Recommendations for the article Graph-Guided Network for Irregularly Sampled Multivariate Time Series
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | WaveGNN: Integrating Graph Neural Networks and Transformers for Decay-Aware Classification of Irregular Clinical Time-Series | Arash Hajisafi, M. Siampou, Bita Azarijoo, Z. Xiong, Cyrus Shahabi | 2024-12-14 | 2025 IEEE International Conference on Big Data (BigData) | 1 | 6 |
| visibility_off | PrimeNet: Pre-training for Irregular Multivariate Time Series | Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang | 2023-06-26 | DBLP | 38 | 18 |
| visibility_off | Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks | Thomas Hartvigsen, Jidapa Thadajarassiri, Xiangnan Kong, Elke A. Rundensteiner | 2023-02-08 | ArXiv | 2 | 39 |
| visibility_off | MedGAITS: a graph autoencoder network for modeling irregular time series data in electronic medical records | Yueying Wang, Sha Jiang, Chuyue Wang, Zeyu Wan, Yusi Fan, Kewei Li, Lan Huang, Fengfeng Zhou | 2026-02-16 | Health Information Science and Systems | 0 | 13 |
| visibility_off | Adapting to the stream: an instance-attention GNN method for irregular multivariate time series data | Kun Han, Abigail M. Y. Koay, Ryan K. L. Ko, Weitong Chen, Miao Xu | 2025-01-13 | Frontiers of Computer Science | 4 | 9 |
| visibility_off | DBGL: Decay-aware Bipartite Graph Learning for Irregular Medical Time Series Classification | Jian Chen, Yuzhu Hu, Xiaoyan Yuan, Yuxuan Hu, Jinfeng Xu, Yipeng Du, Wenhao Yuan, Wei Wang, Edith C. H. Ngai | 2026-04-12 | ArXiv | 0 | 10 |
| visibility_off | Continuous Time Evidential Distributions for Irregular Time Series | Taylor W. Killian, Haoran Zhang, Thomas Hartvigsen, A. Amini | 2023-07-25 | ArXiv | 0 | 16 |
| visibility_off | Time Series as Images: Vision Transformer for Irregularly Sampled Time Series | Zekun Li, SHIYANG LI, Xifeng Yan | 2023-03-01 | ArXiv | 115 | 69 |
| visibility_off | Time Series as Images: Vision Transformer for Irregularly Sampled Time Series | Zekun Li, SHIYANG LI, Xifeng Yan | 2023-03-01 | ArXiv | 115 | 69 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |