| Time Series Data Augmentation for Deep Learning: A Survey Qingsong Wen, Liang Sun, Fan Yang, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu The 30th Int. Joint Conf. on Artificial Intelligence (IJCAI 2021), 2021 | 915* | 2021 |
| 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 | 238 | 2019 |
| Robusttad: Robust time series anomaly detection via decomposition and convolutional neural networks Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, Huan Xu ACM SIGKDD 2020 Workshop on Mining and Learning from Time Series (KDD 2020 WS), 2020 | 198* | 2020 |
| RobustTrend: A Huber loss with a combined first and second order difference regularization for time series trend filtering Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Jian Tan 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 2019 | 42* | 2019 |
| 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 | 35 | 2019 |
| 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 | 9 | 2022 |
| 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 | 4 | 2019 |
| Distance measurement for time series Xiaomin Ssong, Qingsong Wen, Yan Li, Liang Sun US Patent US20220156321A1, 2022 | | 2022 |
Qingsong Wen (文青松)Head of AI & Chief Scientist @ Squirrel AIVerified email at gatech.edu
