Shouyou Huang

According to our database, Shouyou Huang authored at least 12 papers between 2012 and 2026.

Collaborative distances:

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

2026

A dimensional structure based knowledge distillation method for cross-modal learning.

Lingyu Si, Hongwei Dong, Fan Yang, Shouyou Huang, Junzhi Yu, Fuchun Sun

Neural Networks, 2026

UVENet: A novel end-to-end model for temporal consistency in underwater video enhancement.

Huijie Guo, Dazhao Du, Hongwei Dong, Shouyou Huang, Changwen Zheng, Lingyu Si

Neural Networks, 2026

Robust learning of minimum error entropy under heavy-tailed noise.

Siying Jiang, Hongfei Xu, Qian Sun, Shouyou Huang

J. Comput. Appl. Math., 2026

Robust learning of Huber loss under exponentially strongly mixing sequence.

Siying Jiang, Shouyou Huang

J. Complex., 2026

2025

Generalization bounds for pairwise learning with the Huber loss.

Shouyou Huang, Zhiyi Zeng, Siying Jiang

Neurocomputing, 2025

2024

Pairwise Learning With Gaussian Empirical Gain Function.

Gongli Chen, Qian Sun, Shouyou Huang

IEEE Access, 2024

TD-YOLO: Taylor-Attention based Dehazing for Enhanced YOLO Detection Performance.

Shimeng Hou, Yiqi Zhang, Wenlong Zhai, Shouyou Huang, Lingyu Si, Linjuan Cheng

Proceedings of the 2024 5th International Conference on Computing, 2024

2022

Fast Rates of Gaussian Empirical Gain Maximization With Heavy-Tailed Noise.

Shouyou Huang, Yunlong Feng, Qiang Wu

IEEE Trans. Neural Networks Learn. Syst., 2022

Fast rates of minimum error entropy with heavy-tailed noise.

Shouyou Huang

J. Approx. Theory, 2022

Robust learning of Huber loss under weak conditional moment.

Shouyou Huang

Neurocomputing, 2022

2021

Robust pairwise learning with Huber loss.

Shouyou Huang, Qiang Wu

J. Complex., 2021

2012

Constructions of Vector-Valued Filters and Vector-Valued Wavelets.

Jianxun He, Shouyou Huang

J. Appl. Math., 2012