Chunyan Xiong

According to our database, Chunyan Xiong authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

Theoretical Convergence Analysis and Initialization Comparisons of Deep Soft-Thresholding Networks.

Chunyan Xiong, Mengxue Zhang, Tong Wei, Yihui Huang, Jian Cao, Qingrui Cai, Zhong Chen, Xiaobo Qu

IEEE Trans. Neural Networks Learn. Syst., February, 2026

2025

Error Bound Analysis of Physics-Informed Neural Networks-Driven T2 Quantification in Cardiac Magnetic Resonance Imaging.

Mengxue Zhang, Qingrui Cai, Yinyin Chen, Hang Jin, Jianjun Zhou, Qiu Guo, Peijun Zhao, Zhiping Mao, Xingxing Zhang, Yuyu Xia, Xianwang Jiang, Qin Xu, Chunyan Xiong, Yirong Zhou, Chengyan Wang, Xiaobo Qu

CoRR, December, 2025

Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks With Soft-Thresholding.

Chunyan Xiong, Chaoxing Zhang, Mengli Lu, Xiaotong Yu, Jian Cao, Zhong Chen, Di Guo, Xiaobo Qu

IEEE Trans. Neural Networks Learn. Syst., February, 2025

2023

Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks with Soft-Thresholding.

Chunyan Xiong, Mengli Lu, Xiaotong Yu, Jian Cao, Zhong Chen, Di Guo, Xiaobo Qu

CoRR, 2023