Ziqing Ma

According to our database, Ziqing Ma authored at least 11 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

CoRR, 2024

2023

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., December, 2023

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

Transformers in Time Series: A Survey.

Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

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

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems.

Ziqing Ma, Shuming Liu, Guancheng Guo, Xipeng Yu

IEEE Geosci. Remote. Sens. Lett., 2022

TreeDRNet: A Robust Deep Model for Long Term Time Series Forecasting.

Tian Zhou, Jianqing Zhu, Xue Wang, Ziqing Ma, Qingsong Wen, Liang Sun, Rong Jin

CoRR, 2022

FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting.

Tian Zhou, Ziqing Ma, Xue Wang, Qingsong Wen, Liang Sun, Tao Yao, Wotao Yin, Rong Jin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting.

Tian Zhou, Ziqing Ma, Qingsong Wen, Xue Wang, Liang Sun, Rong Jin

Proceedings of the International Conference on Machine Learning, 2022