| Segrnn: Segment recurrent neural network for long-term time series forecasting S Lin, W Lin, W Wu, F Zhao, R Mo, H Zhang arXiv preprint arXiv:2308.11200, 2023 | 218 | 2023 |
| SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters S Lin, W Lin, W Wu, H Chen, J Yang International Conference on Machine Learning (ICML Oral), 2024 | 154 | 2024 |
| Cyclenet: enhancing time series forecasting through modeling periodic patterns S Lin, W Lin, X Hu, W Wu, R Mo, H Zhong Advances in Neural Information Processing Systems (NeurIPS Spotlight), 2024 | 95 | 2024 |
| Petformer: Long-term time series forecasting via placeholder-enhanced transformer S Lin, W Lin, W Wu, S Wang, Y Wang IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | 60 | 2024 |
| TFEGRU: time-frequency enhanced gated recurrent unit with attention for cloud workload prediction F Zhao, W Lin, S Lin, H Zhong, K Li IEEE Transactions on Services Computing, 2024 | 15 | 2024 |
| Temporal Query Network for Efficient Multivariate Time Series Forecasting S Lin, H Chen, H Wu, C Qiu, W Lin International Conference on Machine Learning (ICML), 2025 | 12 | 2025 |
| MSCNet: multi-scale network with convolutions for long-term cloud workload prediction F Zhao, W Lin, S Lin, S Tang, K Li IEEE Transactions on Services Computing, 2025 | 7 | 2025 |
| Benchmarking and revisiting time series forecasting methods in cloud workload prediction S Lin, W Lin, F Zhao, H Chen Cluster Computing 28 (1), 71, 2025 | 6 | 2025 |
| Cocv: a compression algorithm for time-series data with continuous constant values in IoT-based monitoring systems S Lin, W Lin, K Wu, S Wang, M Xu, JZ Wang Internet of Things 25, 101049, 2024 | 5 | 2024 |
| SparseTSF: Lightweight and robust time series forecasting via sparse modeling S Lin, W Lin, W Wu, H Chen, CLP Chen IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025 | 3 | 2025 |
| NoSPF: Non-stationary Long-term Power Consumption Forecasting for Servers in Cloud Data Centers R Mo, W Lin, S Lin, S Fong, K Li IEEE Transactions on Computers, 2025 | | 2025 |