论文

1. 1. 张长伦,张国粹等. A dual modal alignment method of rail image and axle box acceleration based on variable-scale pattern matching, 2026,Pattern Analysis and Applications (2026) 29:40, https://doi.org/10.1007/s10044-026-01620-3.
2. 2. 李一彤,张长伦等. Boundaries Matters: A Novel Multi-Branch Semi-Supervised Semantic Segmentation Method. IEEE Intelligent Systems, 2025,  https://doi.org/10.1117/1.JRS.19.025501.
3. 3. 李一彤,张长伦等. Adaptive cross-set learning for multi-domain consistency in semi-supervised remote sensing change detection. JOURNAL OF APPLIED REMOTE SENSING,2025,16(2) 2025,  https://doi.org/10.1109/MIS.2024.3491998.
4. 4. 张国粹,张长伦等. An adaptive ensemble learning capacity prediction method with dual-modal data in lithium-ion battery manufacturing. International Journal of Green Energy, 2025, https://doi.org/10.1080/15435075.2025.24535391.
5. 5. 陈丹阳,张长伦等.多尺度去相关的图卷积网络.计算机应用,2025,45(7):2180-2187. 
6. 6. 张国粹,张长伦等. A coarse-to-fine ensemble method for capacity prediction of lithium-ion batteries in production. International Journal of Green Energy, 2024, https://doi.org/10.1080/15435075.2024.2386070.
7. 7. 陈爽,张长伦等.RSGNN:residual structure graph neural network. International Journal of Machine Learning and Cybernetics, 2024,15, https://doi.org/10.1007/s13042-024-02136-0.
8. 8. 陈爽,张长伦等. An Adaptive Learning Rate Deep Learning Optimizer Using Long and Short-Term Gradients Based on G–L Fractional-Order Derivative. Neural Processing Letters, 2024(56):106, https://doi.org/10.1007/s11063-024-11571-7.
9. 9. 邓露露, 张长伦等. Irregular adaptive refinement network for semantic segmentation of high-resolution remote sensing images,Journal of Intelligent & Fuzzy Systems,2024,46(5-6):8595-8612, https://doi.org/10.3233/JIFS-232958.
10. 10. 王皓辰, 张长伦等. PU-FPG：Point Cloud Upsampling via Form Preserving Graph Convolutional Networks ,Journal of Intelligent & Fuzzy Systems,2023,45(5):8595-8612, https://doi.org/10.3233/JIFS-232490.
11. 11. 谷帆,张长伦等. 提取桥梁点云的组合滤波算法.激光与光电子学进展,2023,60(2):189-195. 
12. 12. 史晨晨, 张长伦等. A boundary optimization model of instance segmentation combined with wavelet transform on Buildings ,Journal of Intelligent & Fuzzy Systems,2023,45(2):1909-1922, https://doi.org/10.3233/JIFS-222312.
13. 13. 谷帆,张长伦等. PU-WGCN: Point Cloud Upsampling Using Weighted Graph Convolutional Networks,Remote Sensing,2022,14(21),5356. 
14. 14.  杨倩会, 张长伦等. V-FPN: Small Object Feature Enhancement and Variance-Guided RoI Fusion for Feature Pyramid Networks, Electronics, 2022,11(13), https://doi.org/10.3390/electronics11132028.
15. 15. 张翠文,张长伦等. 目标检测中框回归损失函数的研究, 计算机工程与应用, 2021,57(20): 97-103.
16. 16. 史晨晨, 张长伦等. 基于改进特征金字塔的目标检测, 电子测量技术,2021,44(20): 150-156 .
17. 17张长伦,张翠文等, 基于注意力机制的NMS在目标检测中的研究, 电子测量技术, 2021, 44(19). 
18. 18. 张长伦,孙秀秀等, 基于数据增强和支持向量机的高铁钢轨波磨检测,计算机应用,2021,38,66-69.
19. 19 张长伦,余沾等, 基于分离字典构造的快速压缩感知重构算法,计算机应用研究,2018,35(12),3795-3797.
20. 20. 张长伦, 余沾, 王恒友等，基于广义低秩矩阵分解的分离字典训练及其快速重建算法,电子学报,2018,46(10):2400-2409.

发明专利

1. 1. 一种陆地桥梁提取方法和系统，2025年，ZL202111299758.6.
2. 2. 基于目标检测的车辆加塞行为识别方法、系统及装置,2023年,ZL202111042394.3.

软件著作权

1. 1. 锂电池充电容量预测系统,2024年,2024SR1150051.
2. 2.桥梁点云提取系统,2022年,2022SR0546912.
3. 3.地下综合管廊智慧管理系统,2022年,2022SR0951780.
4. 4.机器学习教学辅助系统,2021年,2021SR1451808.
5. 5.物业暖通设备健康状态管理系统,2021年,2021SR1451807.