Songchuan Zhang

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
TSCM: Efficient image synthesis using latent diffusion.
Pattern Recognit. Lett.
Zhiwei Lin, Xiaolong Wang, Songchuan Zhang, Tao Wang, Zhonghua Guo, Tai Liu
2025 J jnl
Learning rate burst for superior SGDM and AdamW integration.
J. Intell. Fuzzy Syst.
Zhiwei Lin, Songchuan Zhang, Yiwei Zhou, Haoyu Wang, Shilei Wang
2023 — conf
Matrix-type Recurrent Neural Network For Fast Solving Complex-variable ℓ1-norm Optimization.
ICCAI
Songchuan Zhang, Youshen Xia
2022 J jnl
Matrix-Form Neural Networks for Complex-Variable Basis Pursuit Problem With Application to Sparse Signal Reconstruction.
IEEE Trans. Cybern.
Songchuan Zhang, YongHui Xia, Youshen Xia, Jun Wang
2021 J jnl
Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration.
Neural Process. Lett.
Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang
2018 J jnl
Solving Nonlinear Optimization Problems of Real Functions in Complex Variables by Complex-Valued Iterative Methods.
IEEE Trans. Cybern.
Songchuan Zhang, Youshen Xia
2018 — conf
Two Matrix-Type Projection Neural Networks for Solving Matrix-Valued Optimization Problems.
ICONIP (2)
Lingmei Huang, Youshen Xia, Songchuan Zhang
2017 J jnl
A complex-valued multichannel speech enhancement learning algorithm for optimal tradeoff between noise reduction and speech distortion.
Neurocomputing
Jingxian Tu, Youshen Xia, Songchuan Zhang
2016 J jnl
Neural network for computing pseudoinverses and outer inverses of complex-valued matrices.
Appl. Math. Comput.
Youshen Xia, Songchuan Zhang, Predrag S. Stanimirovic
2016 J jnl
Two Fast Complex-Valued Algorithms for Solving Complex Quadratic Programming Problems.
IEEE Trans. Cybern.
Songchuan Zhang, Youshen Xia
2015 J jnl
A Complex-Valued Projection Neural Network for Constrained Optimization of Real Functions in Complex Variables.
IEEE Trans. Neural Networks Learn. Syst.
Songchuan Zhang, Youshen Xia, Jun Wang
2015 J jnl
A complex-valued neural dynamical optimization approach and its stability analysis.
Neural Networks
Songchuan Zhang, Youshen Xia, Wei Xing Zheng