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杨晓君 cover

杨晓君 (Xiaojun Yang)

guangdong university of technology

20H-index
80Paper Count
1.5KCitation Count
Published Papers 38
Publication Date
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Balance Ratio Sum Versus Maximization Ratio Sum for Linear Discriminant Analysis
errIEEE Transactions on Cybernetics
IF10.5
err2026-02-18
err0
PREAI
errXiaojun Yang; Chuanjie Cao; Siyuan Peng; Feiping Nie
errShare
errSave
Graph structure enhancement with local cluster guidance for discrete spectral clustering
errExpert Systems with Applications
IF7.5
err2025-10-14
err0
PREAI
errXiaojun Yang; Bin Li; Jingjing Xue; Yi Fang; Jian Yang; Feiping Nie
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errSave
Complementary bidirectional fusion for multi-view graph clustering
errPattern Recognition
IF7.6
err2025-08-05
err0
PREAI
errYanjin Tan; Danyang Wu; Xiaojun Yang; Cen Chen; Hong Man; Jin Xu
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errSave
Reduced translational activity is associated with early-stage muscle growth retardation in big-eye mandarin fish (Siniperca kneri)
errAquaculture
IF3.9
err2025-07-29
err0
PREAI
errXiaoli Yao; Jia Zheng; Xiaojun Yang; Prince Yeboah; Yan Zhao; Shoujie Tang; Jinliang Zhao
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errSave
TOGCN analysis offers new insights into the accelerated skeletal muscle growth of mandarin fish relative to big-eye mandarin fish
errAQUACULTURE
IF3.9
err2025-04-01
err0
PREAI
errYao, Xiaoli; Gao, Jinhua; Kadira, Hossam I.; Zheng, Jia; Yang, Xiaojun; Zhao, Yan; Tang, Shoujie; Zhao, Jinliang
errShare
errSave
Fully Distributed Game Strategy for Second-Order Players and Its Application to Networked Electricity Markets
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2025-01-01
err0
PREAI
errDeng, Zhenhua; Ye, Minghuan; Xie, Xiang-Peng; Yang, Xiaojun
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errSave
Outlier Indicator Based Projection Fuzzy K-Means Clustering for Hyperspectral Image
errieee signal processing magazine
IF3.9
err2025-01-01
err0
PREAI
errLiu, Xinze; Yang, Xiaojun; Zhang, Jiale; Wang, Jing; Nie, Feiping
errShare
errSave
Semi-supervised pivotal-aware nonnegative matrix factorization with label and pairwise constraint propagation for data clustering
errPATTERN RECOGNITION
IF7.6
err2025-01-01
err0
PREAI
errYang, Xiaojun; Zhu, Tuoji; Peng, Siyuan; Nie, Feiping; Lin, Zhiping
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errSave
Bidirectional Fusion With Cross-View Graph Filter for Multi-View Clustering
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err1
PREAI
errYang, Xiaojun; Zhu, Tuoji; Wu, Danyang; Wang, Penglei; Liu, Yujia; Nie, Feiping
errShare
errSave
CROSE: Low-light enhancement by CROss-SEnsor interaction for nighttime driving scenes
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-08-01
err1
PREAI
errXian, Xiaoyu; Zhou, Qi; Qin, Jinghui; Yang, Xiaojun; Tian, Yin; Shi, Yukai; Tian, Daxin
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errSave
Extensible Max-Min Collaborative Retention for Online Mini-Batch Learning Hash Retrieval
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err0
PREAI
errTan, Junpeng; Yang, Xiaojun; Yang, Zhijing; Chen, Ruihan; Lu, Yongyi; Lin, Liang
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errSave
DPHANet: Discriminative Parallel and Hierarchical Attention Network for Natural Language Video Localization
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err0
errOAAI
errChen, Ruihan; Tan, Junpeng; Yang, Zhijing; Yang, Xiaojun; Dai, Qingyun; Cheng, Yongqiang; Lin, Liang
errShare
errSave
Multi-scale broad collaborative filtering for personalized recommendation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-10-01
err2
PREAI
errGao, Yuefang; Huang, Zhen-Wei; Huang, Zi-Yuan; Huang, Ling; Kuang, Yingjie; Yang, Xiaojun
errShare
errSave
Reference-free low-light image enhancement by associating hierarchical wavelet representations
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err9
PREAI
errYang, Xiaojun; Gong, Junhong; Wu, Lianpei; Yang, Zhijing; Shi, Yukai; Nie, Feiping
errShare
errSave
Screening of steam-reforming catalysts using unsupervised machine learning
errCATALYSIS SCIENCE & TECHNOLOGY
IF4.2
err2023-01-01
err7
PREAI
errLiu, Yujia; Liang, Zhenwei; Huang, Jiazhun; Zhong, Biqi; Yang, Xiaojun; Wang, Tiejun
errShare
errSave
Fuzzy C-Multiple-Means Clustering for Hyperspectral Image
errieee geoscience and remote sensing magazine
IF4.4
err2023-01-01
err9
PREAI
errYang, Xiaojun; Zhu, Mingjun; Sun, Bo; Wang, Zheng; Nie, Feiping
errShare
errSave
Ensemble and Random RX With Multiple Features Anomaly Detector for Hyperspectral Image
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err15
PREAI
errYang, Xiaojun; Huang, Xiaobei; Zhu, Mingjun; Xu, Sha; Liu, Yijun
errShare
errSave
Fuzzy Embedded Clustering Based on Bipartite Graph for Large-Scale Hyperspectral Image
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err28
PREAI
errYang, Xiaojun; Xu, Yuxiong; Li, Siyuan; Liu, Yujia; Liu, Yijun
errShare
errSave
Fast Spectral Embedded Clustering Based on Structured Graph Learning for Large-Scale Hyperspectral Image
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err46
PREAI
errYang, Xiaojun; Lin, Guoquan; Liu, Yijun; Nie, Feiping; Lin, Liang
errShare
errSave
Limited-energy output formation for multiagent systems with intermittent interactions
errJOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
IF3.7
err2021-09-01
err81
PREAI
errYang, Xiaojun; Liao, Lunjia; Yang, Qin; Sun, Bo; Xi, Jianxiang
errShare
errSave

Research Directions

课题一：人工智能算法研究机器学习深度图像处理聚类算法微小目标图像检测多模态融合直肠癌病灶检测多模态融合一体化研究微光暗光下的图像融合图聚类学习基于锚图正则化的稀疏K-means聚类算法模型直肠癌病灶检测网络框架红外图像融合低光图像增强微光暗光下的图像融合及无人机部署课题二、智能推荐系统智能问答系统场景化智能推荐知识图谱大模型协同优化垂直领域知识图谱构建知识图谱与大模型深度融合RAG模式下知识图谱赋能机制图自主构建技术智能问答智能推荐基于知识图谱的智慧法院医生推荐系统面向建筑领域的通用大模型问答系统基于多源数据的智能决策推荐课题三、多智能体(机器人、无人机等)协同与对抗unmanned system controlintelligent decisionmulti-agent collaborative detectionautonomous drone inspectionrobot autonomous inspection校拔尖创新人才培育计划1人，卓越计划2人注重团队氛围建设，积极组织各种活动，学生凝聚力强近年指导学生获奖情况学科领域科学学位：信息与通信工程专业学位：电子与通信工程
Co-authors
Cooperation Journals
聂
聂飞平 (Feiping Nie)
H-index: 103 · Papers: 944
X
Xinbo Gao
H-index: 97 · Papers: 1.5K
L
Liang Lin
H-index: 93 · Papers: 867
F
Feifei Gao
H-index: 82 · Papers: 837
X
Xiaodan Liang
H-index: 78 · Papers: 624
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