Shenglong Zhou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 23

Top Topics

Gradient Projection

Compressive Sensing

Constrained Optimization

Support Vector Machine Classifier

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Pattern Anal. Mach. Intell.

J. Comput. Appl. Math.

Publications

Xinyu Wei, Biing-Hwang Juang, Ouya Wang, Shenglong Zhou, Geoffrey Ye Li
Accretionary Learning With Deep Neural Networks With Applications. IEEE Trans. Cogn. Commun. Netw. 10 (2) (2024)
Ouya Wang, Shenglong Zhou, Geoffrey Ye Li
BADM: Batch ADMM for Deep Learning. CoRR (2024)
Ouya Wang, Shenglong Zhou, Geoffrey Ye Li
Few-Shot Learning for New Environment Adaptation. GLOBECOM (2023)
Shenglong Zhou, Geoffrey Ye Li
FedGiA: An Efficient Hybrid Algorithm for Federated Learning. IEEE Trans. Signal Process. 71 (2023)
Ouya Wang, Shenglong Zhou, Geoffrey Ye Li
New Environment Adaptation with Few Shots for OFDM Receiver and mmWave Beamforming. CoRR (2023)
Shenglong Zhou, Geoffrey Ye Li
Federated Learning Via Inexact ADMM. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Jun Sun, Lingchen Kong, Shenglong Zhou
Gradient projection Newton algorithm for sparse collaborative learning using synthetic and real datasets of applications. J. Comput. Appl. Math. 422 (2023)
Huajun Wang, Yuan-Hai Shao, Shenglong Zhou, Ce Zhang, Naihua Xiu
Support Vector Machine Classifier via $L_{0/1}$L0/1 Soft-Margin Loss. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Andreas Fischer, Alain B. Zemkoho, Shenglong Zhou
Semismooth Newton-type method for bilevel optimization: global convergence and extensive numerical experiments. Optim. Methods Softw. 37 (5) (2022)
Hui Zhang, Shenglong Zhou, Geoffrey Ye Li, Naihua Xiu
0/1 Deep Neural Networks via Block Coordinate Descent. CoRR (2022)
Shenglong Zhou, Geoffrey Ye Li
Exact Penalty Method for Federated Learning. CoRR (2022)
Shenglong Zhou
Sparse SVM for Sufficient Data Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Shenglong Zhou, Ziyan Luo, Naihua Xiu, Geoffrey Ye Li
Computing One-Bit Compressive Sensing via Double-Sparsity Constrained Optimization. IEEE Trans. Signal Process. 70 (2022)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit. J. Mach. Learn. Res. 22 (2021)
Shenglong Zhou, Lili Pan, Naihua Xiu, Hou-Duo Qi
Quadratic Convergence of Smoothing Newton's Method for 0/1 Loss Optimization. SIAM J. Optim. 31 (4) (2021)
Alain B. Zemkoho, Shenglong Zhou
Theoretical and numerical comparison of the Karush-Kuhn-Tucker and value function reformulations in bilevel optimization. Comput. Optim. Appl. 78 (2) (2021)
Shenglong Zhou, Meijuan Shang, Lili Pan, Mu Li
Newton Hard-Thresholding Pursuit for Sparse Linear Complementarity Problem via A New Merit Function. SIAM J. Sci. Comput. 43 (2) (2021)
Shenglong Zhou, Lili Pan, Naihua Xiu
-regularized optimization. Numer. Algorithms 88 (4) (2021)
Rui Wang, Naihua Xiu, Shenglong Zhou
An extended Newton-type algorithm for ℓ2-regularized sparse logistic regression and its efficiency for classifying large-scale datasets. J. Comput. Appl. Math. 397 (2021)
Xinrong Li, Naihua Xiu, Shenglong Zhou
Matrix Optimization Over Low-Rank Spectral Sets: Stationary Points and Local and Global Minimizers. J. Optim. Theory Appl. 184 (3) (2020)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
Robust Euclidean embedding via EDM optimization. Math. Program. Comput. 12 (3) (2020)
Huajun Wang, Yuan-Hai Shao, Shenglong Zhou, Ce Zhang, Naihua Xiu
Soft-Margin Loss. CoRR (2019)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization With Box Constraints. IEEE Trans. Signal Process. 66 (16) (2018)
Meijuan Shang, Chao Zhang, Dingtao Peng, Shenglong Zhou
A half thresholding projection algorithm for sparse solutions of LCPs. Optim. Lett. 9 (6) (2015)
Shenglong Zhou, Lingchen Kong, Ziyan Luo, Naihua Xiu
New RIC Bounds via l_q-minimization with 0<q<=1 in Compressed Sensing. CoRR (2013)
Shenglong Zhou, Naihua Xiu, Yingnan Wang, Lingchen Kong
Exact Recovery for Sparse Signal via Weighted l_1 Minimization. CoRR (2013)