Wei Tao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Convergence Analysis

Semidefinite Programming

Gradient Method

Feature Representation

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Expert Syst. Appl.

Publications

Sheng Long, Wei Tao, Shuohao Li, Jun Lei, Jun Zhang
On the Convergence of an Adaptive Momentum Method for Adversarial Attacks. AAAI (2024)
Wei Li, Xin Liu, Wei Tao, Lei Zhang, Junhua Zou, Yu Pan, Zhisong Pan
Location and time embedded feature representation for spatiotemporal traffic prediction. Expert Syst. Appl. 239 (2024)
Yahao Hu, Wei Tao, Yifei Xie, Yi Sun, Zhisong Pan
Token-level disentanglement for unsupervised text style transfer. Neurocomputing 560 (2023)
Wei Tao, Lei Bao, Sheng Long, Gaowei Wu, Qing Tao
Adapting Step-size: A Unified Perspective to Analyze and Improve Gradient-based Methods for Adversarial Attacks. CoRR (2023)
Wei Tao, Gao-wei Wu, Qing Tao
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Xin Liu, Wei Tao, Zhisong Pan
A Convergence Analysis of Nesterov's Accelerated Gradient Method in Training Deep Linear Neural Networks. CoRR (2022)
Xin Liu, Zhisong Pan, Wei Tao
Provable convergence of Nesterov's accelerated gradient method for over-parameterized neural networks. Knowl. Based Syst. 251 (2022)
Xin Liu, Wei Tao, Zhisong Pan
A convergence analysis of Nesterov's accelerated gradient method in training deep linear neural networks. Inf. Sci. 612 (2022)
Xin Liu, Wei Tao, Jun Wang, Zhisong Pan
A high-resolution dynamical view on momentum methods for over-parameterized neural networks. CoRR (2022)