Ziqing Ma

Researcher, Damo Academy, Alibaba Group

Joined

May 2022

Names

Ziqing Ma (Preferred)

Emails

****@alibaba-inc.com (Confirmed)

****@gmail.com (Confirmed)

****@qq.com

Personal Links

Career & Education History

Researcher

Damo Academy, Alibaba Group (alibaba-inc.com)

2021 – Present

MS student

Tsinghua University (tsinghua.edu.cn)

2018 – 2021

Undergraduate student

Tsinghua University (tsinghua.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

Coworker

Tian Zhou

Present

Coworker

Liang Sun

Present

Expertise

AI for science

weather forecast

2023 – Present

AI for science

time series

2021 – Present

Publications

FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting
Ziqing Ma, Wenwei Wang, Tian Zhou, Chao Chen, Bingqing Peng, Liang Sun, Rong Jin
- KDD 2024
- Readers: Everyone
Energy 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, Xinyue Gu, Jin Wang, Qiming Chen, Linxiao Yang, Qingsong Wen, Liang Sun
- AI Mag. 2023
- Readers: Everyone
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
Tian Zhou, Ziqing Ma, Qingsong Wen, xue wang, Liang Sun, Rong Jin
- 11 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series Forecasting
Yanjun Zhao, Ziqing Ma, Tian Zhou, Liang Sun, Mengni Ye, Yi Qian
- CoRR 2023
- Readers: Everyone
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
- AAAI 2023
- Readers: Everyone
SADI: A Self-Adaptive Decomposed Interpretable Framework for Electric Load Forecasting Under Extreme Events
Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun
- ICASSP 2023
- Readers: Everyone
GCformer: An Efficient Solution for Accurate and Scalable Long-Term Multivariate Time Series Forecasting
Yanjun Zhao, Ziqing Ma, Tian Zhou, Mengni Ye, Liang Sun, Yi Qian
- CIKM 2023
- Readers: Everyone
SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events
Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun
- CoRR 2023
- Readers: Everyone
Transformers in Time Series: A Survey
Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun
- Published: 01 Jan 2023, Last Modified: 04 Oct 2023
- IJCAI 2023
- Readers: Everyone

View all 19 publications

Co-Authors

View all 30 co-authors