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Xiaomin Song
Xiaomin Song
Alibaba Group
Verified email at alibaba-inc.com
Title
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Year
Time Series Data Augmentation for Deep Learning: A Survey
Q Wen, L Sun, X Song, J Gao, X Wang, H Xu
arXiv preprint arXiv:2002.12478, 2020
7152020
RobustSTL: A robust seasonal-trend decomposition algorithm for long time series
Q Wen, J Gao, X Song, L Sun, H Xu, S Zhu
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5409-5416, 2019
1712019
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks
J Gao, X Song, Q Wen, P Wang, L Sun, H Xu
arXiv preprint arXiv:2002.09545, 2020
1502020
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering
Q Wen, J Gao, X Song, L Sun, J Tan
arXiv preprint arXiv:1906.03751, 2019
342019
Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement
M Lin, X Song, Q Qian, H Li, L Sun, S Zhu, R Jin
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
272019
Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection
X Song, Q Wen, Y Li, L Sun
Proceedings of the 31st ACM International Conference on Information …, 2022
72022
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee
M Lin, S Qiu, J Ye, X Song, Q Qian, L Sun, S Zhu, R Jin
Proceedings of the AAAI Conference on Artificial Intelligence 33, 4312-4319, 2019
32019
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