Gaoxia Jiang

According to our database, Gaoxia Jiang authored at least 14 papers between 2015 and 2026.

Collaborative distances:

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

2026

A multi-model dynamic filtering of label noise for regression.

Gaoxia Jiang, Fan Lei, Wenjian Wang

Pattern Recognit., 2026

2025

Rethinking Oversampling With Class Alliance Constraints From Data Complexity Perspective.

Mingming Han, Husheng Guo, Gaoxia Jiang, Wenjian Wang

IEEE Trans. Knowl. Data Eng., November, 2025

An interpretable sample selection framework against numerical label noise.

Gaoxia Jiang, Wenjian Wang

Mach. Learn., January, 2025

Outlier-trimmed dual-interval smoothing loss for sample selection in learning with noisy labels.

Senyu Hou, Maolong Xu, Gaoxia Jiang, Yaqing Guo, Wenjian Wang

Neural Networks, 2025

Directional Label Diffusion Model for Learning from Noisy Labels.

Senyu Hou, Gaoxia Jiang, Jia Zhang, Shangrong Yang, Husheng Guo, Yaqing Guo, Wenjian Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Maximum a posteriori estimation and filtering algorithm for numerical label noise.

Gaoxia Jiang, Zhengying Li, Wenjian Wang

Appl. Intell., October, 2024

Noise cleaning for nonuniform ordinal labels based on inter-class distance.

Gaoxia Jiang, Fei Wang, Wenjian Wang

Appl. Intell., June, 2024

A general elevating framework for label noise filters.

Qingqiang Chen, Gaoxia Jiang, Fuyuan Cao, Changqian Men, Wenjian Wang

Pattern Recognit., March, 2024

Which Is More Effective in Label Noise Cleaning, Correction or Filtering?

Gaoxia Jiang, Jia Zhang, Xuefei Bai, Wenjian Wang, Deyu Meng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2021

A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective.

Gaoxia Jiang, Wenjian Wang, Yuhua Qian, Jiye Liang

J. Mach. Learn. Res., 2021

2019

A novel distance measure for time series: Maximum shifting correlation distance.

Gaoxia Jiang, Wenjian Wang, Wenkai Zhang

Pattern Recognit. Lett., 2019

2017

Error estimation based on variance analysis of k-fold cross-validation.

Gaoxia Jiang, Wenjian Wang

Pattern Recognit., 2017

Markov cross-validation for time series model evaluations.

Gaoxia Jiang, Wenjian Wang

Inf. Sci., 2017

2015

数据拟合中光滑参数的优化 (Optimization for Smoothing Parameter in Process of Data Fitting).

Li Wang, Wenjian Wang, Gaoxia Jiang

计算机科学, 2015