Lefei Shen
Orcid: 0009-0002-9203-9086
According to our database1,
Lefei Shen authored at least 9 papers
between 2023 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Skillful Kilometer-Scale Regional Weather Forecasting via Global and Regional Coupling.
CoRR, March, 2026
AmanNet: Adaptive multi-window and adversarial noise network for volatile time series prediction.
Inf. Process. Manag., 2026
2025
VisionTS++: Cross-Modal Time Series Foundation Model with Continual Pre-trained Visual Backbones.
CoRR, August, 2025
The Power of Architecture: Deep Dive into Transformer Architectures for Long-Term Time Series Forecasting.
CoRR, July, 2025
Utilizing Strategic Pre-training to Reduce Overfitting: Baguan - A Pre-trained Weather Forecasting Model.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025
Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025
VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters.
Proceedings of the Forty-second International Conference on Machine Learning, 2025
2024
Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
2023
Calibration of Time-Series Forecasting Transformers: Detecting and Adapting Context-Driven Distribution Shift.
CoRR, 2023