Xu Yuhong

博士,首聘副教授,硕士生导师

South China Agricultural University

www.scholat.com/csxuyuhong
【个人简介】:

        徐禹洪,华南农业大学数学与信息学院首聘副教授,硕士生导师,华南理工大学博士,主要从事人工智能、机器学习、数据挖掘、集成学习、不平衡学习等相关领域的研究,已发表学术论文20篇,其中包括IEEE Trans. Neural Netw. Learn. Syst.、IEEE Trans. Knowl. Data Eng.、IEEE Trans. Cybern. 等国际顶级期刊论文,AAAI、ICASSP 等国际顶级会议论文,1篇入选ESI高被引论文(Top 1%)。目前担任IEEE Trans. Syst. Man Cybern. -Syst.、IEEE Trans. Neural Netw. Learn. Syst. 等国际顶级期刊的审稿人,ICCSS、SPAC、ICA3PP等国际会议的审稿人。

【代表性学术论文】:

[1]. Yuhong Xu (徐禹洪), Zhiwen Yu, C. L. Philip Chen, “Improved Contraction-Expansion Subspace Ensemble for High-Dimensional Imbalanced Data Classification,” IEEE Transactions on Knowledge and Data Engineering, 2024. DOI: 10.1109/TKDE.2024.3384274. (JCR 1区, SCI检索, 影响因子: 8.900, 第一作者) 论文网址

[2]. Yuhong Xu (徐禹洪), Zhiwen Yu, C. L. Philip Chen, “Classifier Ensemble Based on Multiview Optimization for High-Dimensional Imbalanced Data Classification,” IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 1, pp. 870-883, 2024. (JCR 1区, SCI检索, 影响因子: 14.255, 第一作者) 论文网址

[3]. Yuhong Xu (徐禹洪), Zhiwen Yu, C. L. Philip Chen, Zhulin Liu, “Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification,” IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 5, pp. 2284-2297, 2023. (JCR 1区, SCI检索, 影响因子: 14.255, 第一作者) 论文网址

[4]. Yuhong Xu (徐禹洪), Zhiwen Yu, Wenming Cao, C. L. Philip Chen, “Adaptive Dense Ensemble Model for Text Classification,” IEEE Transactions on Cybernetics, vol. 52, no. 8, pp. 7513-7526, 2022. (JCR 1区, SCI检索, 影响因子: 19.118, 第一作者) 论文网址

[5]. Yuhong Xu (徐禹洪), Zhiwen Yu, Wenming Cao, C. L. Philip Chen, “A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification,” IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 1, pp. 16-30, 2023. (JCR 1区, SCI检索, 影响因子: 9.235, 第一作者) 论文网址

[6]. Yuhong Xu (徐禹洪), Zhiwen Yu, Wenming Cao, C. L. Philip Chen, Jane You, “Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification,” IEEE Transactions on Knowledge and Data Engineering, vol. 33, no. 7, pp. 2847-2862, 2021. (JCR 1区, SCI检索, 影响因子: 9.235, 第一作者) 论文网址

[7]. Weihong Chen, Yuhong Xu (徐禹洪), Zhiwen Yu, Wenming Cao, C. L. Philip Chen, Guoqiang Han, “Hybrid Dimensionality Reduction Forest With Pruning for High-Dimensional Data Classification,” IEEE Access, vol. 8, pp. 40138-40150, 2020. (JCR 2区, SCI检索, 影响因子: 3.367, 通讯作者) 论文网址

[8]. 徐禹洪, 黄沛杰, “基于优化样本分布抽样集成学习的半监督文本分类方法研究,” 中文信息学报, vol. 31, no. 6, pp. 180-189, 2017. (中文信息处理领域的权威期刊, 北大核心, CCF-B类, 第一作者) 论文网址

[9]. Yuhong Xu (徐禹洪), Peijie Huang, Jiecong Tang, et al., “Policy Optimization of Dialogue Management in Spoken Dialogue System for Out-of-Domain Utterances,” International Conference on Asian Language Processing, pp. 10-13, 2016. (EI检索国际会议, 第一作者) 论文网址

【代表性竞赛获奖】:

[1]. 2016年,美国大学生数学建模竞赛 (国际一等奖).

[2]. 2016年,第四届“泰迪杯”全国数据挖掘挑战赛 (全国一等奖).

[3]. 2015年,第十三届“挑战杯”广东大学生课外学术科技作品竞赛 (省级二等奖).

[4]. 2015年,全国Java程序设计大赛 (华南赛区二等奖).

【代表性个人荣誉】:

[1]. 2023年,《广东省计算机学会优秀论文奖》一等奖.

[2]. 2022年,《广东省计算机学会优秀论文奖》二等奖.

[3]. 2021年,博士研究生国家奖学金 获得者.

[4]. 2021年,校长奖学金 获得者.

[5]. 2016年,国家奖学金 获得者.

[6]. 2016年,广东省优秀共青团员 获得者.

[7]. 2015年,学术之星 获得者.

[8]. 2019年,优秀研究生干部 获得者.

[9]. 2016年,优秀共青团干部标兵 获得者.

【学生培养】:

欢迎对机器学习与数据挖掘感兴趣的同学报考我的硕士研究生(xuyuhong@scau.edu.cn)

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