Lei Yang

16 papers A* 2Misc 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction. AAAI Qing Hu, Tianchi Liao, Shuyi Wu, Lei Yang, Chuan Chen
2026	J	`jnl`	Inexact Bregman Proximal Gradient Method and Its Inertial Variant with Absolute and Partial Relative Stopping Criteria. Math. Oper. Res. Lei Yang, Kim-Chuan Toh
2026	J	`jnl`	Nonnegative Least Squares-Based Multicontact Models for Explicit Model Predictive Control of Dexterous Manipulation. IEEE Trans. Ind. Electron. Weibing Li, Jiajun Luo, Lei Yang, Yongping Pan, Kai Huang
2025	A*	`conf`	Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off. ICML Yuecheng Li, Lele Fu, Tong Wang, Jian Lou, Bin Chen, Lei Yang, Jian Shen, Zibin Zheng, Chuan Chen
2025	J	`jnl`	Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features. IEEE Trans. Inf. Forensics Secur. Tianchi Liao, Lele Fu, Lei Zhang, Lei Yang, Chuan Chen, Michael Kwok-Po Ng, Huawei Huang, Zibin Zheng
2024	J	`jnl`	A Corrected Inexact Proximal Augmented Lagrangian Method with a Relative Error Criterion for a Class of Group-Quadratic Regularized Optimal Transport Problems. J. Sci. Comput. Lei Yang, Ling Liang, Hong T. M. Chu, Kim-Chuan Toh
2024	J	`jnl`	Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off. CoRR Yuecheng Li, Tong Wang, Chuan Chen, Jian Lou, Bin Chen, Lei Yang, Zibin Zheng
2024	Misc	`conf`	Contrastive Deep Nonnegative Matrix Factorization For Community Detection. ICASSP Yuecheng Li, Jialong Chen, Chuan Chen, Lei Yang, Zibin Zheng
2024	J	`jnl`	Proximal Gradient Method with Extrapolation and Line Search for a Class of Non-convex and Non-smooth Problems. J. Optim. Theory Appl. Lei Yang
2023	J	`jnl`	An efficient implementable inexact entropic proximal point algorithm for a class of linear programming problems. Comput. Optim. Appl. Hong T. M. Chu, Ling Liang, Kim-Chuan Toh, Lei Yang
2023	J	`jnl`	Community-Aware Efficient Graph Contrastive Learning via Personalized Self-Training. CoRR Yuecheng Li, Yanming Hu, Lele Fu, Chuan Chen, Lei Yang, Zibin Zheng
2023	J	`jnl`	Contrastive Deep Nonnegative Matrix Factorization for Community Detection. CoRR Yuecheng Li, Jialong Chen, Chuan Chen, Lei Yang, Zibin Zheng
2022	J	`jnl`	Bregman Proximal Point Algorithm Revisited: A New Inexact Version and Its Inertial Variant. SIAM J. Optim. Lei Yang, Kim-Chuan Toh
2022	J	`jnl`	Sparse Solutions of a Class of Constrained Optimization Problems. Math. Oper. Res. Lei Yang, Xiaojun Chen, Shuhuang Xiang
2018	J	`jnl`	A Nonmonotone Alternating Updating Method for a Class of Matrix Factorization Problems. SIAM J. Optim. Lei Yang, Ting Kei Pong, Xiaojun Chen
2017	J	`jnl`	Alternating Direction Method of Multipliers for a Class of Nonconvex and Nonsmooth Problems with Applications to Background/Foreground Extraction. SIAM J. Imaging Sci. Lei Yang, Ting Kei Pong, Xiaojun Chen