Ailing Zeng

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng, Muxi Chen, Lei Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 2.2K citations · Full text

Structured Prediction, Forecasting Methodology, Anomaly Detection +19

SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction

Minhao Liu, Ailing Zeng, Muxi Chen et al. · arXiv (Cornell University) · 2021 · 245 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Engineering +18

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng, Muxi Chen, Lei Zhang et al. · arXiv (Cornell University) · 2022 · 180 citations · Full text

Structured Prediction, Forecasting Methodology, Engineering +17

Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation

Ailing Zeng, Xiao Sun, Lei Yang et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 158 citations

Geometric Learning, Engineering, Machine Learning +20

Effective Whole-body Pose Estimation with Two-stages Distillation

Zhendong Yang, Ailing Zeng, Chun Yuan et al. · 2023 · 138 citations