许荣斌
一、个人简介
许荣斌，1981年出生，博士，教授，硕士生导师；福建省级高层次C类人才；莆田市“壶兰计划”高层次人才；主持和参与国家级、省部级等项目20余项；以第一或通讯作者发表相关论文50余篇，其中中科院一区论文15篇；申请了相关专利10余项，已获批专利4项；获批国家级大学生创新等学生科研项目10余项；申请并获批工业和信息化部“智能工业与现代化加工制造”国家级平台。澳大利亚斯威本科技大学访学一年，曾访问澳大利亚悉尼大学、麦考瑞大学、迪肯大学、新西兰奥克兰大学、香港科技大学、澳门科技大学、美国德州大学阿灵顿分校。
邮箱：xuscholar@126.com
二、科研项目
近5年部分研究项目
1. 动态图稀疏注意力机制与多元时序特征融合：理论方法与智能诊断应用(2026J0011087)，福建省自然科学基金，面上项目，2026-2029，主持，9万
2. 谱系数排序核学习及其在领域迁移中的应用(62276146)，国家自然科学基金，2023-2026，第一参与人，53万
3. 互联网平台经济中关键消费者节点的分析与识别研究——以福建省三大典型平台为例， 教育部人文社会科学研究一般项目，2020-2023，主持，8万
4. 大规模商业流程决策关键技术研究，福建省自然科学基金项目，2020-2023，主持，10万
5. 面向研究生创新能力培养的人工智能课程教学改革与实践，福建省本科高校教育教学研究项目，2024-2027，主持，2万
三、科研成果
近5年部分论文：
1. Rongbin Xu, Jiajian Lai, Yuqing Zhou, Ying Xie, Lijie Wen, Yun Yang. A dynamic multi-scale spatio-temporal fusion anomaly detection network. Neurocomputing, 2026, 679, 133256, https://doi.org/10.1016/j.neucom.2026.133256. (SCI, 中科院二区)
2. Rongbin Xu, Zhiqiang Xu, Jixiang Wang, Ying Xie*, Lijie Wen, Yun Yang. DSF-Unet: A dual-stream fusion denoising diffusion framework for imbalanced wafer defect classification. Expert Systems with Applications, 2026, 312, 131471. https://doi.org/10.1016/j.eswa.2026.131471. (SCI, 中科院一区)
3. Ying Xie, Jixiang Wang, Rongbin Xu∗, et al. Semantic-driven dynamic graph learning for wind turbine gearbox anomaly detection[J]. Applied Soft Computing, 2026: 115904. (SCI, 中科院二区)
4. Ying Xie, Jixiang Wang, Zhiqiang Xu, Junnan Shen, Lijie Wen, Rongbin Xu∗, Yun Yang. Alignable Kernel Network. Information Fusion, 2025, 115(SCI, 中科院一区)
5. Ying Xie, Junnan Shen, Zhiqiang Xu, Jixiang Wang, Lijie Wen, Rongbin Xu*, Yun Yang. AGRENET: Attributed graph rotation embedding network for clustering. Engineering Applications of Artificial Intelligence, https://doi.org/10.1016/j.engappai.2026.113758. (SCI, 中科院一区)
6. Rongbin Xu, Zhiqiang Xu, Jixiang Wang, Junnan Shen, Lijie Wen, Ying Xie*, Yun Yang. DG-ViT: a density-guided dual-stream vision transformer for wafer defect detection. Measurement Science and Technology, 2025, 36(12), 125102. https://doi.org/10.1088/1361-6501/ae234a. (SCI, 中科院三区)
7. 许荣斌,周宇青,许政睿,等.基于自适应图Transformer的工业流程预测性监控[J].计算机集成制造系统,1-20[2026-03-12].https://doi.org/10.13196/j.cims.2026. (EI, CCF C类中文期刊)
8. 谢莹, 杜凌乾,郑晶鑫,闻立杰,许荣斌*.基于图扩散卷积混合专家模型的行星齿轮箱故障诊断[J].振动与冲击，2026, (14): 259 -270. (EI, CCF C类中文期刊)
9. 谢莹,郑晶鑫,杜凌乾,许荣斌*,闻立杰.基于自适应切片与跨通道感知的无监督风机异常检测模型[J].计算机集成制造系统,1-23[2026-04-08].https://doi.org/10.13196/j.cims.2025.0404. (EI, CCF C类中文期刊)
10．Ying Xie, Junnan Shen, Zhiqiang Xu, Jixiang Wang, Lijie Wen, Rongbin Xu*, Yun Yang. AGRENET: Attributed graph rotation embedding network for clustering. Engineering Applications of Artificial Intelligence, https://doi.org/10.1016/j.engappai.2026.113758. (SCI, 中科院一区)
11. 许荣斌,章宇,谢莹,刘志强,张以文,闻立杰. 面向工业流程异常检测的均衡循环神经网络[J]. 计算机集成制造系统, 2024, 30(12): 4459-4467. DOI:10.13196/j.cims. (EI, CCF C类中文期刊)
12. Ying Xie, Rongbin Xu*, Yun Yang. Transferable graph neural networks with deep alignment attention. Information Sciences, 643 (2023): 119232. (SCI, 中科院一区)
13. 许荣斌,许智强,王吉祥,谢莹. 图神经网络研究与进展[J]. beat365英国官方网站学报, 2023, 30(5): 1-10.
14. Rongbin Xu, Zhiqiang Liu, Yuanmo Lin, Xianliang Feng, Hui Lin, Ying Xie. Unified Adaptive Deep Classification for Industrial Real-time Situation Awareness in Edge Environment, Concurrency and Computation: Practice and Experience, 2023: e6488. (SCI, CCF C类期刊, 中科院四区)
15. Dan Jiang, Rongbin Xu, Xin Xu, Ying Xie. Multi-view feature transfer for click-through rate prediction, Information Sciences, 2021, 546: 961-976. (SCI, 中科院一区, CCF B类期刊)
16. Rongbin Xu, Yongliang Cheng, Zhiqiang Liu, Ying Xie, Yun Yang. Improved Long Short-Term Memory based Anomaly Detection with Concept Drift Adaptive Method for Supporting IoT Services, Future Generation Computer Systems, 2020, 112: 228-242. (SCI, 中科院一区, CCF B类期刊)
17. Rongbin Xu, Yan Che, Xinmei Wang, Jianxiong Hu, Ying Xie. Stacked Autoencoder-Based Community Detection Method via an Ensemble Clustering Framework, Information Sciences, 2020, 526: 151-165. (SCI, 中科院一区, CCF B类期刊)
18. Rongbin Xu, Jianguo Wu, Yongliang Cheng, Zhiqiang Liu, Yuanmo Lin, Ying Xie. Dynamic security exchange scheduling model for business workflow based on queuing theory in cloud computing, Security and Communication Networks, 2020, https://doi.org/10.1155/2020/8886640. (SCI, 中科院四区, CCF Ｃ类期刊)
19. Rongbin Xu, Wangxing Lin, Zhiqiang Liu, Menglong Wang, Yuanmo Lin, Ying Xie. Real-time Situation Awareness of Industrial Process based on Deep Learning at the Edge Server, 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), 2020, Melbourne, Australia, pp. 823-826. (EI, CCF C类会议)
20. Yuanmo Lin, Xinmei Wang, Rongbin Xu*. Semi-supervised human resource scheduling based on deep presentation in the cloud, EURASIP Journal on Wireless Communication and Networking, 2020, 73, doi.org/10.1186/ s13638-020-01677-6. (SCI, 中科院四区)
21. Ying Xie, Yeguo Wang, Yongliang Cheng, Rongbin Xu*, Abubakar Sadiq Sanic, Dong Yuan, Yun Yang. A Novel Directional and Non-Local-Convergent Particle Swarm Optimization based Workflow Scheduling in Cloud-Edge Environment, Future Generation Computer Systems, 2019, 97: 361-378. (SCI, 中科院一区, CCF B类期刊)
22. Ying Xie, Xinmei Wang, Dan Jiang, Rongbin Xu*. High-performance community detection in social networks using a deep transitive autoencoder, Information Sciences, 2019, 493: 75-90. (SCI, 中科院一区, CCF B类期刊)
四、其他
个人荣誉：
1. 福建省级高层次C类人才
2. 莆田市高等教育先进个人
3. beat365英国官方网站“科研先进个人”荣誉称号
4. beat365英国官方网站优秀共产党员
5. 获福建省大学生计算科学与智能创新大赛一等奖，并获优秀指导教师
6. 2021年11获莆田市第五届运动会羽毛球赛获团体二等奖；2025年6月获莆田市第六届运动会羽毛球赛获团体二等奖；2026年8月获福建省第十八届运动会群众项目羽毛球比赛男子双打三等奖
7. 2025年获睿抗机器人开发者大赛（RAICOM）全国总决赛一等奖、三等奖各一项，并获优秀指导教师。
