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Xingjian Wu
Xingjian Wu
East China Normal University
Geverifieerd e-mailadres voor stu.ecnu.edu.cn
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TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
X Qiu, J Hu, L Zhou, X Wu, J Du, B Zhang, C Guo, A Zhou, CS Jensen, ...
PVLDB, 2024
43*2024
AutoCTS++: Zero-shot Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting
X Wu, X Wu, B Yang, L Zhou, C Guo, X Qiu, J Hu, Z Sheng, CS Jensen
The VLDB Journal, 1-28, 2024
112024
DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
X Qiu, X Wu, Y Lin, C Guo, J Hu, B Yang
SIGKDD, 2025
32025
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
X Wu, X Qiu, Z Li, Y Wang, J Hu, C Guo, H Xiong, B Yang
ICLR, 2025
32025
Fully Automated Correlated Time Series Forecasting in Minutes
X Wu, X Wu, D Zhang, M Zhang, C Guo, B Yang, CS Jensen
arXiv preprint arXiv:2411.05833, 2024
22024
A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
X Qiu, H Cheng, X Wu, J Hu, C Guo
arXiv preprint arXiv:2502.10721, 2025
2025
EasyTime: Time Series Forecasting Made Easy
X Qiu, X Li, R Pang, Z Pan, X Wu, L Yang, J Hu, Y Shu, X Lu, C Yang, ...
ICDE, 2025
2025
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Artikelen 1–7