Densely Connected Convolutional Networks With Attention LSTM for Crowd Flows Prediction. - Wei Li 116; Wei Tao 002; Junyang Qiu; Xin Liu 042; Xingyu Zhou 002; Zhisong Pan (IEEE Access, 2019)

Regularized shapelet learning for scalable time series classification. - Huiyun Zhao; Zhisong Pan; Wei Tao 002 (Comput. Networks, 2020)

Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence. - Wei Tao 002; Zhisong Pan; Gaowei Wu; Qing Tao (IEEE Trans. Cybern., 2020)

The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization. - Wei Tao 002; Zhisong Pan; Gaowei Wu; Qing Tao (IEEE Trans. Neural Networks Learn. Syst., 2020)

Gradient Descent Averaging and Primal-dual Averaging for Strongly Convex Optimization. - Wei Tao 002; Wei Li 116; Zhisong Pan; Qing Tao (AAAI, 2021)

The Role of Momentum Parameters in the Optimal Convergence of Adaptive Polyak's Heavy-ball Methods. - Wei Tao 002; Sheng Long; Gaowei Wu; Qing Tao (ICLR, 2021)

A high-resolution dynamical view on momentum methods for over-parameterized neural networks. - Xin Liu 042; Wei Tao 002; Jun Wang; Zhisong Pan (CoRR, 2022)

A convergence analysis of Nesterov's accelerated gradient method in training deep linear neural networks. - Xin Liu 042; Wei Tao 002; Zhisong Pan (Inf. Sci., 2022)

Provable convergence of Nesterov's accelerated gradient method for over-parameterized neural networks. - Xin Liu 042; Zhisong Pan; Wei Tao 002 (Knowl. Based Syst., 2022)

Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints. - Wei Tao 002; Gao-wei Wu; Qing Tao (IEEE Trans. Neural Networks Learn. Syst., 2022)

Adapting Step-size: A Unified Perspective to Analyze and Improve Gradient-based Methods for Adversarial Attacks. - Wei Tao 002; Lei Bao; Sheng Long; Gaowei Wu; Qing Tao (CoRR, 2023)

Token-level disentanglement for unsupervised text style transfer. - Yahao Hu; Wei Tao 002; Yifei Xie 001; Yi Sun; Zhisong Pan (Neurocomputing, 2023)

On the Convergence of an Adaptive Momentum Method for Adversarial Attacks. - Sheng Long; Wei Tao 002; Shuohao Li; Jun Lei; Jun Zhang (AAAI, 2024)

Provable Acceleration of Nesterov's Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks. - Xin Liu 042; Wei Tao 002; Wei Li 116; Dazhi Zhan; Jun Wang; Zhisong Pan (IJCAI, 2024)

Location and time embedded feature representation for spatiotemporal traffic prediction. - Wei Li 116; Xin Liu 042; Wei Tao 002; Lei Zhang 126; Junhua Zou; Yu Pan; Zhisong Pan (Expert Syst. Appl., 2024)