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黄

黄圣君 (Sheng-Jun Huang)

nanjing university of aeronautics and astronautics

28H-index
152Paper Count
4.3KCitation Count
Published Papers 28
Publication Date
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FedNLU: Robust federated learning with noisy label unlearning
errNeurocomputing
IF6.5
err2026-05-08
err0
PREAI
errTong Jin; Siguang Chen; Sheng-Jun Huang
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errSave
Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation
errACM Computing Surveys
IF28
err2026-04-01
err14
PREAI
errCao, Xiaofeng; Xu, Mingwei; Yu, Xin; Yao, Jiangchao; Ye, Wei; Huang, Sheng-Jun; Zhang, Min-Ling; Tsang, Ivor; Ong, Yew-Soon; Kwok, James T.; Shen, Heng Tao
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Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-03-19
err0
PREAI
errMing-Kun Xie; Jia-Hao Xiao; Hao-Zhe Liu; Gang Niu; Masashi Sugiyama; Sheng-Jun Huang
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errSave
A Unified Open Adapter for Open-World Noisy Label Learning: Data-Centric and Learning-Based Insights
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2025-08-01
err0
PREAI
errChen-Chen Zong; Penghui Yang; Ming-Kun Xie; Sheng-Jun Huang
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errSave
Handling Noisy Annotation for Remote Sensing Semantic Segmentation via Boundary-Aware Knowledge Distillation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errSun, Yue; Liang, Dong; Li, Shao-Yuan; Chen, Songcan; Huang, Sheng-Jun
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errSave
Denoised Graph Collaborative Filtering via Neighborhood Similarity and Dynamic Thresholding
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2024-12-01
err0
PREAI
errYe, Haibo; Zhang, Lijun; Yao, Yuan; Huang, Sheng-Jun
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errSave
Robust domain adaptation with noisy and shifted label distribution
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2024-11-20
err1
PREAI
errLi, Shao-Yuan; Zhao, Shi-Ji; Cao, Zheng-Tao; Huang, Sheng-Jun; Chen, Songcan
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errSave
KD-Crowd: a knowledge distillation framework for learning from crowds
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2024-11-11
err2
PREAI
errLi, Shaoyuan; Zheng, Yuxiang; Shi, Ye; Huang, Shengjun; Chen, Songcan
errShare
errSave
UNM: A Universal Approach for Noisy Multi-Label Learning
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-09-01
err0
PREAI
errChen, Jia-Yao; Li, Shao-Yuan; Huang, Sheng-Jun; Chen, Songcan; Wang, Lei; Xie, Ming-Kun
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errSave
Relative difficulty distillation for semantic segmentation
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2024-08-20
err0
PREAI
errLiang, Dong; Sun, Yue; Du, Yun; Chen, Songcan; Huang, Sheng-Jun
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errSave
A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation
errMACHINE INTELLIGENCE RESEARCH
IF8.7
err2024-05-18
err1
PREAI
errSun, Feng; Xie, Ming-Kun; Huang, Sheng-Jun
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errSave
Robust AUC maximization for classification with pairwise confidence comparisons
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2023-12-16
err1
PREAI
errShi, Haochen; Xie, Mingkun; Huang, Shengjun
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errSave
QBox: Partial Transfer Learning With Active Querying for Object Detection
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-06-01
err17
PREAI
errTang, Ying-Peng; Wei, Xiu-Shen; Zhao, Borui; Huang, Sheng-Jun
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errSave
MUS-CDB: Mixed Uncertainty Sampling With Class Distribution Balancing for Active Annotation in Aerial Object Detection
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err16
errOAAI
errLiang, Dong; Zhang, Jing-Wei; Tang, Ying-Peng; Huang, Sheng-Jun
errShare
errSave
Learning from crowds with sparse and imbalanced annotations
errMACHINE LEARNING
IF2.9
err2022-06-14
err2
errOAAI
errShi, Ye; Li, Shao-Yuan; Huang, Sheng-Jun
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errSave
Improving deep label noise learning with dual active label correction
errMACHINE LEARNING
IF2.9
err2022-01-06
err7
errOAAI
errLi, Shao-Yuan; Shi, Ye; Huang, Sheng-Jun; Chen, Songcan
errShare
errSave
Visual-guided attentive attributes embedding for zero-shot learning
errNEURAL NETWORKS
IF6.3
err2021-11-01
err6
PREAI
errZhang, Rui; Zhu, Qi; Xu, Xiangyu; Zhang, Daoqiang; Huang, Sheng-Jun
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errSave
Label Distribution Learning with Label Correlations on Local Samples
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-04-01
err60
PREAI
errJia, Xiuyi; Li, Zechao; Zheng, Xiang; Li, Weiwei; Huang, Sheng-Jun
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errSave
Crowdsourcing aggregation with deep Bayesian learning
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2021-02-07
err34
PREAI
errLi, Shao-Yuan; Huang, Sheng-Jun; Chen, Songcan
errShare
errSave
Querying Representative and Informative Super-Pixels for Filament Segmentation in Bioimages
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2020-07-01
err8
PREAI
errShao, Wei; Huang, Sheng-Jun; Liu, Mingxia; Zhang, Daoqiang
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errSave

Research Directions

机器学习数据挖掘模式识别 机器学习
Co-authors
Cooperation Journals
Zhi-Hua Zhou cover
Zhi-Hua Zhou (Zhi‐Hua Zhou)
H-index: 102 · Papers: 694
张政 cover
张政 (Zheng Zhang)
H-index: 92 · Papers: 1.4K
Y
Yew-Soon Ong
H-index: 81 · Papers: 783
M
Masashi Sugiyama
H-index: 70 · Papers: 1.1K
I
Ivor W. Tsang
H-index: 69 · Papers: 536
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