Time Series Causal Discovery via Context-Conditioned and Causality-Augmented Pretraining.

Biao Ouyang

Biao Ouyang Tengxue Zhang Zhihao Zhuang Yang Shu 0001 Chenjuan Guo Bin Yang 0002 Time Series Causal Discovery via Context-Conditioned and Causality-Augmented Pretraining. 2026 May abs/2605.26759 CoRR https://doi.org/10.48550/arXiv.2605.26759 db/journals/corr/corr2605.html#abs-2605-26759 streams/journals/corr

Jiaxiang Xu Zhanhao Zhang Junfei Wang Biao Ouyang Benkuan Zhou Jianxiong Zhao Hanfang Ge Bo Xu Towards Faithful Local Explanations: Leveraging SVM to Interpret Black-Box Machine Learning Models. 950 2025 17 Symmetry 6 https://doi.org/10.3390/sym17060950 db/journals/symmetry/symmetry17.html#XuZWOZZGX25 streams/journals/symmetry

Biao Ouyang Yingying Zhang Hanyin Cheng Yang Shu 0001 Chenjuan Guo Bin Yang 0002 Qingsong Wen Lunting Fan Christian S. Jensen RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems. 2025 March abs/2503.04252 CoRR https://doi.org/10.48550/arXiv.2503.04252 db/journals/corr/corr2503.html#abs-2503-04252 streams/journals/corr

Tengxue Zhang Biao Ouyang Yang Shu 0001 Xinyang Chen 0001 Chenjuan Guo Bin Yang 0002 SwiftTS: A Swift Selection Framework for Time Series Pre-trained Models via Multi-task Meta-Learning. 2025 October abs/2510.23051 CoRR https://doi.org/10.48550/arXiv.2510.23051 db/journals/corr/corr2510.html#abs-2510-23051 streams/journals/corr

Biao Ouyang Yingying Zhang Hanyin Cheng Yang Shu 0001 Chenjuan Guo Bin Yang 0002 Qingsong Wen Lunting Fan Christian S. Jensen RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems. 1169-1182 2024 December 18 Proc. VLDB Endow. 4 https://www.vldb.org/pvldb/vol18/p1169-ouyang.pdf https://doi.org/10.14778/3717755.3717774 db/journals/pvldb/pvldb18.html#OuyangZCSGYWFJ24 streams/journals/pvldb

Xinyang Chen 0001 Hanyin Cheng Lunting Fan Hanfang Ge Chenjuan Guo Christian S. Jensen Yang Shu 0001 Junfei Wang Qingsong Wen Bo Xu Jiaxiang Xu Bin Yang 0002 Tengxue Zhang Yingying Zhang Zhanhao Zhang Jianxiong Zhao Benkuan Zhou Zhihao Zhuang