Papers

PVLDB 2024 TFB Publication Thumbnail

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang

International Conference on Very Large Databases (PVLDB), 2024.

[Bib]| [Code]

PVLDB 2025 FACTS Publication Thumbnail

TAB: Unified Benchmarking of Time Series Anomaly Detection Methods

Xiangfei Qiu, Zhe Li, Wanghui Qiu, Shiyan Hu, Lekui Zhou, Xingjian Wu, Zhengyu Li, Chenjuan Guo, Aoying Zhou, Zhenli Sheng, Jilin Hu, Christian S. Jensen, Bin Yang

International Conference on Very Large Databases (PVLDB), 2025.

[Bib]

SIGKDD 2025 AutoCTS++ Publication Thumbnail

TSMF-Bench: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting

Zhe Li, Xiangfei Qiu, Peng Chen, Yihang Wang, Hanyin Cheng, Yang Shu, Jilin Hu, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Bin Yang

ACM Knowledge Discovery and Data Mining (SIGKDD), 2025.

[Bib]