Lei Yang

According to our database, Lei Yang authored at least 15 papers between 2017 and 2026.

Collaborative distances:

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

2026

Nonnegative Least Squares-Based Multicontact Models for Explicit Model Predictive Control of Dexterous Manipulation.

Weibing Li, Jiajun Luo, Lei Yang, Yongping Pan, Kai Huang

IEEE Trans. Ind. Electron., May, 2026

Inexact Bregman Proximal Gradient Method and Its Inertial Variant with Absolute and Partial Relative Stopping Criteria.

Lei Yang, Kim-Chuan Toh

Math. Oper. Res., 2026

FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction.

Qing Hu, Tianchi Liao, Shuyi Wu, Lei Yang, Chuan Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features.

Tianchi Liao, Lele Fu, Lei Zhang, Lei Yang, Chuan Chen, Michael Kwok-Po Ng, Huawei Huang, Zibin Zheng

IEEE Trans. Inf. Forensics Secur., 2025

Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off.

Yuecheng Li, Lele Fu, Tong Wang, Jian Lou, Bin Chen, Lei Yang, Jian Shen, Zibin Zheng, Chuan Chen

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

A Corrected Inexact Proximal Augmented Lagrangian Method with a Relative Error Criterion for a Class of Group-Quadratic Regularized Optimal Transport Problems.

Lei Yang, Ling Liang, Hong T. M. Chu, Kim-Chuan Toh

J. Sci. Comput., June, 2024

Proximal Gradient Method with Extrapolation and Line Search for a Class of Non-convex and Non-smooth Problems.

Lei Yang

J. Optim. Theory Appl., January, 2024

Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off.

Yuecheng Li, Tong Wang, Chuan Chen, Jian Lou, Bin Chen, Lei Yang, Zibin Zheng

CoRR, 2024

Contrastive Deep Nonnegative Matrix Factorization For Community Detection.

Yuecheng Li, Jialong Chen, Chuan Chen, Lei Yang, Zibin Zheng

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

An efficient implementable inexact entropic proximal point algorithm for a class of linear programming problems.

Hong T. M. Chu, Ling Liang, Kim-Chuan Toh, Lei Yang

Comput. Optim. Appl., May, 2023

Community-Aware Efficient Graph Contrastive Learning via Personalized Self-Training.

Yuecheng Li, Yanming Hu, Lele Fu, Chuan Chen, Lei Yang, Zibin Zheng

CoRR, 2023

2022

Bregman Proximal Point Algorithm Revisited: A New Inexact Version and Its Inertial Variant.

Lei Yang, Kim-Chuan Toh

SIAM J. Optim., 2022

Sparse Solutions of a Class of Constrained Optimization Problems.

Lei Yang, Xiaojun Chen, Shuhuang Xiang

Math. Oper. Res., 2022

2018

A Nonmonotone Alternating Updating Method for a Class of Matrix Factorization Problems.

Lei Yang, Ting Kei Pong, Xiaojun Chen

SIAM J. Optim., 2018

2017

Alternating Direction Method of Multipliers for a Class of Nonconvex and Nonsmooth Problems with Applications to Background/Foreground Extraction.

Lei Yang, Ting Kei Pong, Xiaojun Chen

SIAM J. Imaging Sci., 2017