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Louis Wang

Personal Information

Supervisor of Master's Candidates

School/Department:Fujian University of Technology

Administrative Position:Lecturer

Education Level:Postgraduate (Doctoral)

Business Address:XueFu south road 69 in Shangjie town of Minhou County, Fuzhou city, Fujian Province, China.

Contact Information:lewang@fjut.edu.cn

Degree:Doctoral degree

Status:Employed

Academic Titles:Department of CS and Mathematics

Alma Mater:University of Chinese Academy of Sciences, Beijing

Discipline:software engineering
Computer science and technology

Academic Honor:
2025  electedFujian High-level Talents

Honors and Titles:
All-round good student

Profile

中国科学院博士,计算机科学与数学学院 副教授,福建省高层次人才c类,主持省自然科学基金和多项校企合作项目,参与多项省(部)级平台建设,担任福建省大数据挖掘与应用技术重点实验室秘书,Information Fusion、(SCI一区)期刊和NLPCC等会议论文审稿人。长期从事信息检索、自然语言处理、图像识别等的研究工作,在人工智能及其在生物信息工程的应用等方面取得了丰富研究成果。在IEEE JBHI、IEEE transactions、IPM、BIBM和Remote Sensing等重要期刊和会议上发表多篇论文。


目前与维尔茨堡大学(Germany)和省内多家公立医疗机构的的研究者们有着深度合作,主要涉及图像领域,如医学图像分割,欢迎有科研志向与学习热情的同学加入我所在的课题组。



已发表论文:

[1] Zhang X, Wang L, Rao Y, et al. Spec-ViT: A Vision Transformer With Wavelet for Anti-Aliasing and Denoising in Medical Image Classification[J]. IEEE Journal of Biomedical and Health Informatics, 2025.(SCI期刊)

[2] Wang L, Shi Y, Mao G, et al. Consumer-centric insights into resilient small object detection: Sciou loss and recursive transformer network[J]. IEEE Transactions on Consumer Electronics, 2023, 70(1): 2178-2187.(SCI期刊)

[3] Wang L, Jiang W, Dharejo F A, et al. CH-YOLO-Lite: a lightweight object detection model with context-aware progressive aggregation and hierarchical feature aggregation for aerial imagery[J]. Journal of Electronic Imaging, 2025, 34(2): 023026-023026.(SCI期刊)

[4] Sun M, Wang L, Jiang W, et al. SF‐YOLO: A Novel YOLO Framework for Small Object Detection in Aerial Scenes[J]. IET Image Processing, 2025, 19(1): e70027.(SCI期刊)

[5] 施宇,王乐,毛国君等.基于强化特征金字塔和聚焦损失的小目标检测[J].计算机科学与探索, 2025,19(03):693-702. 

[6] 江旺玉,王乐,毛国君等.多尺度特征聚合扩散和边缘信息增强的小目标检测算法[J/OL].计算机工程与应用, 2025,1-15.

[7] 吴灿辉,王乐,毛国君,等.基于双分支并行编码网络的医学图像分割模型[J/OL].计算机科学与探索, 1-15[2025-09-16]. https://link-cnki-net-s.webvpn.fjut.edu.cn/urlid/11.5602.TP.20250710.1346.004.

[8] Wang L, Luo Z, Li C, et al. An end-to-end pseudo relevance feedback framework for neural document retrieval[J]. Information Processing & Management, 2020, 57(2): 102182.(SCI期刊)

[9] Dharejo, F. A., Alawode, B., Ganapathi, I. I., Wang, L., Mian, A., Timofte, R., & Javed, S. (2024). Multi-distillation underwater image super-resolution via wavelet transform. IEEE Access, 2024:12, 131083-131099.(SCI期刊)

[10] Gao, C., Zhao, X., Wang, X., Wang, L., Fan, Z., Yao, Y., & Jiang, Z. (2025, May). A Variant and Flow-Level AutoML Method for IoT Malicious Traffic Detection. In 2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD) IEEE, 2025: 177-182.



主持的项目:

  1.  面向浅海养殖生物的深度学习目标检测模型研究  省自科项目 23年

  2.  面向景区交易的人工智能算法研究  校企合作项目 24年

  3. 基于自适应频域学习和注意力的医学图像分析研究  校级自科项目 25年

  4.  面向财务报表的数智统计分析展示  校企合作项目 26年


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Educational Experience

  • 2015.9-2021.1

    中国科学院计算机网络信息中心 | Computer science and technology | With Certificate of Graduation for Doctorate Study | Doctoral degree
     

Work Experience

  • 2022.6-Now

     计算机科学与数学学院 | 福建理工大学 | 计算机科学与数学学院  | 讲师 
     从事人工智能、自然语言处理和图像识别等研究方向,主持省面上项目一项,参与多项纵横向项目。

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