Gaoxia Jiang

18 papers A* 3B 2Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-model dynamic filtering of label noise for regression.
Pattern Recognit.
Gaoxia Jiang, Fan Lei, Wenjian Wang
2026 J jnl
Class-Aware Multi-Granularity Co-Diffusion Models for Learning With Noisy Labels on Imbalanced Datasets.
IEEE Trans. Knowl. Data Eng.
Senyu Hou, Gaoxia Jiang, Yaqing Guo, Wenjian Wang
2026 A* conf
GCIB: Causal Intervention Guided Graph Information Bottleneck Framework.
AAAI
Hangyuan Du, Rong Wang, Lixin Cui, Gaoxia Jiang, Liang Bai, Wenjian Wang
2025 J jnl
An interpretable sample selection framework against numerical label noise.
Mach. Learn.
Gaoxia Jiang, Wenjian Wang
2025 B conf
CGFNet: Frequency-Domain Causal Discovery and Dual-Path Spectral Filtering for Wildfire Prediction.
IEEE Big Data
Hangyuan Du, Dengke Su, Liang Bai, Gaoxia Jiang, Lu Bai, Wenjian Wang
2025 B conf
Contrastive Anomalous User Detection in Recommender Systems via Multi-Semantic Paths.
IEEE Big Data
Hangyuan Du, Liu Yang, Liang Bai, Gaoxia Jiang, Lu Bai, Wenjian Wang
2025 A* conf
Directional Label Diffusion Model for Learning from Noisy Labels.
CVPR
Senyu Hou, Gaoxia Jiang, Jia Zhang, Shangrong Yang, Husheng Guo, Yaqing Guo, Wenjian Wang
2025 J jnl
Outlier-trimmed dual-interval smoothing loss for sample selection in learning with noisy labels.
Neural Networks
Senyu Hou, Maolong Xu, Gaoxia Jiang, Yaqing Guo, Wenjian Wang
2025 J jnl
Rethinking Oversampling With Class Alliance Constraints From Data Complexity Perspective.
IEEE Trans. Knowl. Data Eng.
Mingming Han, Husheng Guo, Gaoxia Jiang, Wenjian Wang
2024 J jnl
A general elevating framework for label noise filters.
Pattern Recognit.
Qingqiang Chen, Gaoxia Jiang, Fuyuan Cao, Changqian Men, Wenjian Wang
2024 J jnl
Maximum a posteriori estimation and filtering algorithm for numerical label noise.
Appl. Intell.
Gaoxia Jiang, Zhengying Li, Wenjian Wang
2024 J jnl
Noise cleaning for nonuniform ordinal labels based on inter-class distance.
Appl. Intell.
Gaoxia Jiang, Fei Wang, Wenjian Wang
2024 A* conf
Which Is More Effective in Label Noise Cleaning, Correction or Filtering?
AAAI
Gaoxia Jiang, Jia Zhang, Xuefei Bai, Wenjian Wang, Deyu Meng
2021 J jnl
A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective.
J. Mach. Learn. Res.
Gaoxia Jiang, Wenjian Wang, Yuhua Qian, Jiye Liang
2019 J jnl
A novel distance measure for time series: Maximum shifting correlation distance.
Pattern Recognit. Lett.
Gaoxia Jiang, Wenjian Wang, Wenkai Zhang
2017 J jnl
Error estimation based on variance analysis of k-fold cross-validation.
Pattern Recognit.
Gaoxia Jiang, Wenjian Wang
2017 J jnl
Markov cross-validation for time series model evaluations.
Inf. Sci.
Gaoxia Jiang, Wenjian Wang
2015 J jnl
数据拟合中光滑参数的优化 (Optimization for Smoothing Parameter in Process of Data Fitting).
计算机科学
Li Wang, Wenjian Wang, Gaoxia Jiang