Shouyou Huang

11 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A dimensional structure based knowledge distillation method for cross-modal learning. Neural Networks Lingyu Si, Hongwei Dong, Fan Yang, Shouyou Huang, Junzhi Yu, Fuchun Sun
2026	J	`jnl`	Robust learning of Huber loss under exponentially strongly mixing sequence. J. Complex. Siying Jiang, Shouyou Huang
2026	J	`jnl`	UVENet: A novel end-to-end model for temporal consistency in underwater video enhancement. Neural Networks Huijie Guo, Dazhao Du, Hongwei Dong, Shouyou Huang, Changwen Zheng, Lingyu Si
2025	J	`jnl`	Generalization bounds for pairwise learning with the Huber loss. Neurocomputing Shouyou Huang, Zhiyi Zeng, Siying Jiang
2024	J	`jnl`	Pairwise Learning With Gaussian Empirical Gain Function. IEEE Access Gongli Chen, Qian Sun, Shouyou Huang
2024	—	`conf`	TD-YOLO: Taylor-Attention based Dehazing for Enhanced YOLO Detection Performance. CNIOT Shimeng Hou, Yiqi Zhang, Wenlong Zhai, Shouyou Huang, Lingyu Si, Linjuan Cheng
2022	J	`jnl`	Fast Rates of Gaussian Empirical Gain Maximization With Heavy-Tailed Noise. IEEE Trans. Neural Networks Learn. Syst. Shouyou Huang, Yunlong Feng, Qiang Wu
2022	J	`jnl`	Fast rates of minimum error entropy with heavy-tailed noise. J. Approx. Theory Shouyou Huang
2022	J	`jnl`	Robust learning of Huber loss under weak conditional moment. Neurocomputing Shouyou Huang
2021	J	`jnl`	Robust pairwise learning with Huber loss. J. Complex. Shouyou Huang, Qiang Wu
2012	J	`jnl`	Constructions of Vector-Valued Filters and Vector-Valued Wavelets. J. Appl. Math. Jianxun He, Shouyou Huang