About me

I am an algorithm engineer in Alibaba Group.

Education:

1. [2018-2021] Tsinghua University: Master
2. [2016-2018] Centrale Marseille: Exchange programme
3. [2014-2018] Tsinghua University: Bachelor

Publication:

1. [CIKM 2023] GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series Forecasting. Yanjun Zhao*, Ziqing Ma*, TianZhou*, Mengni Ye, Liang Sun, Yi Qian.
2. [ICASSP 2023] SaDI: A Self-adaptive Decomposed Interpretable Framework for Electricity Load Forecasting under Extreme Events. Hengbo LIU*, Ziqing MA*, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun.
3. [Neurips 2022] Tian Zhou*, Ziqing Ma*, Xue wang, Qingsong Wen, Liang Sun, Tao Yao, Wotao Yin, Rong Jin. FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting.
4. [ICML2022] FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting. Tian Zhou*, Ziqing Ma*, Qingsong Wen, Xue Wang, Liang Sun, Rong Jin.
5. [IEEE GRSL 2020] Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems. Ziqing Ma, Shuming Liu, Guancheng Guo, Xipeng Yu.
6. [IAAI 2023] eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms. Zhaoyang Zhu, Weiqi Chen, Rui Xia, Tian Zhou, Peisong Niu, Bingqing Peng, Wenwei Wang, Hengbo Liu, Ziqing Ma, Qingsong Wen, Liang Sun.
7. [IJCAI 2023] Transformer for time series a Survey. Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun.
8. [Water Resource Management 2020] Novel leakage detection and localization method based on line spectrum pair and cubic interpolation search. Guancheng Guo, Xipeng Yu, Shuming Liu, Xiyan Xu, Ziqing Ma, Xiaoting Wang, Yujun Huang, Kate Smith.