硕导简况表
基本信息：
魏富鹏，男，汉族，1988.04，讲师，工学博士，硕士研究生导师
毕业院校：哈尔滨工业大学
研究方向：机器视觉精密检测技术，推荐系统，弱监督学习，可解释性深度学习
个人主页：https://orcid.org/my-orcid?orcid=0000-0002-2337-1483
学习经历：
2013-2019，哈尔滨工业大学，仪器科学与技术，博士；
2011-2013，郑州大学，计算机技术，硕士；
2007-2011，河南科技大学，电子信息工程，本科。
工作经历：
2022.01–至今，华北水利水电大学，信息工程学院。讲师，郑州。
2019.05–2021.10，华为技术有限公司，消费者云服务智慧业务部。高级工程师，AI算法工程师。
承担的教学任务：
本科课程：《高级语言程序设计》、《计算机系统结构》；
研究生课程：《科技前沿讲座》。
承担的科研项目：
1. 河南省教育厅高等学校重点科研项目（2023.01 – 2024.12）, 23A520031, 校园霸凌行为智能检测方法, 3万元, 主持。
2. 国家自然科学基金面上项目（2023.01-2026.12），62272163，基于多维数据关联分析和图表示学习的社交用户位置推断， 53万元，参与。
3. 华为手机负一屏视频推荐项目（2021.01-2021.10）。已商用。主持。
4. 华为手机拍照购项目（2021.01-2021.03），完成预研。主持。
5. 华为AIOps日志异常检测项目（2019.06-2020.12），已商用。主持。
6. 华为AIOps信令异常检测项目（2020.12-2021.03），完成预研。主持。
发表的主要学术论文：
(1) 期刊论文
[1] Fupeng Wei, Yibo Jiao, Zhongmin Huangfu, Ge Shi, Nan Wang, Hangcheng Dong. Weakly-Supervised Segmentation with Ensemble Explainable AI: A Comprehensive Evaluation on Crack Detection. Review of Scientific Instruments 96(4). (2025) SCI.
[2] Zhongmin Huangfu, Yibo Jiao, Fupeng Wei(通信作者), Ge Shi and Hangcheng Dong. A unified approach for weakly supervised crack detection via affine transformation and pseudo label refinement. Scientific Reports 15, 8673 (2025). SCI.
[3] Wu Huixin, Mengfan Yang, Fupeng Wei(通信作者), Ge Shi, Wei Jiang, Yaqiong Qiao, and Hangcheng Dong. Weakly-Supervised Video Anomaly Detection with Mtda-Net. Electronics 12(22):4623 (2023). SCI.
[4] Liu Xing, Long Zhang, Qiusheng Zheng, Fupeng Wei(通信作者), Kezheng Wang, Zheng Zhang, Ziwei Chen, Liyue Niu, and Jizong Liu. Construction of an Event Knowledge Graph Based on a Dynamic Resource Scheduling Optimization Algorithm and Semantic Graph Convolutional Neural Networks. Electronics 13(1):11 (2023). SCI.
[5] Liu Xing, Fupeng Wei(通信作者), Wei Jiang, Qiusheng Zheng, Yaqiong Qiao, Jizong Liu, Liyue Niu, Ziwei Chen, and Hangcheng Dong. MTR-SAM: Visual Multimodal Text Recognition and Sentiment Analysis in Public Opinion Analysis on the Internet, Applied Sciences-Basel 13(12): 7307 (2023). SCI.
[6] Fupeng Wei, Fengdong Chen, Bingguo Liu, Zhitao Peng, Jun Tang, Qihua Zhu, Dongxia Hu, Yong Xiang, Nan Liu, Zhihong Sun and Guodong Liu. Automatic classification of true and false laser-induced damage in large aperture optics, Optical Engineering. 57(5), 053112 (2018). SCI.
[7] Guodong Liu, Fupeng Wei(通信作者), Fengdong Chen, Zhitao Peng, Jun Tang, Bingguo Liu, Qihua Zhu, Dongxia Hu, Bin Feng, Yong Xiang and Chengcheng Wang. Size measurement of laser-induced damage in large-aperture final optics, IEEE Access. 6(1):30402-30413 (2018). SCI.
[8] Fupeng Wei, Fengdong Chen, Zhitao Peng, Jun Tang and Guodong Liu. Final optics damage online inspection in high power laser facility, Optoelectronics Letters. 15(4):306-311 (2019). EI
[9] Tan Guo, Lei Zhang, Xiaoheng Tan, Liu Yang, Zhiwei Guo, and Fupeng Wei(通信作者). CoLR: Classification-Oriented Local Representation for Image Recognition, Complexity, 2019, 7835797 (2019). SCI.
(2) 会议论文
[1] Ziwei Chen, Fupeng Wei(通信作者), Qiusheng Zheng, Xing Liu, Liyue Niu. ICLB: Target‑Oriented Multimodal Sentiment Classification by Using Image Caption and Topic Model. Computational and Experimental Simulations in Engineering. Mechanisms and Machine Science, vol 173. 150-167. Springer, Cham. ICCES 2024. EI
[2] Xing Liu, Fupeng Wei(通信作者), Qiusheng Zheng, Wei Jiang, Liyue Niu, Jizong Liu and Shangshou Wang. Optimization Algorithm of Visual Multimodal Text Recognition for Public Opinion Analysis Scenarios. The 29th International Conference on Computational & Experimental Engineering and Sciences, 2023, EI
[3] Huixin Wu, Mengfan Yang, Fupeng Wei(通信作者), Wei Jiang, Jiahui Li. Efficient school bullying detection based on HPO-TDN. The 29th International Conference on Computational & Experimental Engineering and Sciences (ICCES2023). 2023, EI
[4] Guodong Liu, Fupeng Wei(通信作者), Fengdong Chen, Jun Tang, Zhitao Peng, Bingguo Liu, Qihua Zhu, Dongxia Hu, Bin Feng, Yong Xiang and Chengcheng Wang. Fast automatic classification of input and exit surface laser-induced damage in large-aperture final optics, 2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC). 2018, 782-790. EI.
[5] Guodong Liu, Fupeng Wei(通信作者), Fengdong Chen, Zhitao Peng and Jun Tang. Damage online inspection in large-aperture final optics. Pattern Recognition and Computer Vision (PRCV). 2018, 11256:237 - 248. EI.
(3) 编撰教材
[1] 吴慧欣，韩珂，谢昊洋，魏富鹏，乔亚琼。大数据理论与应用基础。电子工业出版社，2023-09。ISBN: 9787121463488。负责第9章、第10章的编写。
联系方式：
电话：+86 15046686870
电子邮箱：weifupeng@ncwu.edu.cn
联系地址：河南省郑州市金水东路136号华北水利水电大学信息工程学院
