个人简介
杨波，博士/博士后，中共党员，独播库
讲师。博士毕业于西安电子科技大学人工智能学院，师从吴金建教授（国家级青年人才）。主要从事AI驱动的交通场景感知和多模态遥感图像智能解译。在IEEE TNNLS、IEEE TGRS、IEEE TCYB、Neural Networks、Signal Processing、IEEE IGARSS等国际高水平期刊和学术会议发表论文10余篇。申请发明专利4项，其中2项已授权。担任Pattern Recognition、Neural Networks等10余个国际高水平期刊和学术会议活跃审稿人。
(更多信息参见//js.duboku8.com/jiaotong/yb3/list.htm)
教育背景
2015.09-2019.06 西安电子科技大学 电子信息工程 工学学士
2019.09-2025.06 西安电子科技大学 计算机科学与技术 工学博士（硕博连读）
工作经历
2025.06-至今 独播库
讲师
2025.07-至今 独播库
博士后
研究领域
AI驱动的交通场景感知
多模态遥感图像智能解译
代表性学术成果
[1] Bo Yang, Changzhe Jiao, Jinjian Wu, and Leida Li. Variational Multiple-Instance Learning With Embedding Correlation Modeling for Hyperspectral Target Detection, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 36, no. 8, pp. 13953-13967, Aug. 2025. (中科院一区TOP, IF=10.2）
[2] Bo Yang, Jinjian Wu, and Changzhe Jiao. Proxy-Enhanced Prototype Memory Network for Weakly Supervised Hyperspectral Target Detection, IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 63, pp. 1-14, 2025, Art no. 5512514. (中科院一区TOP, IF=8.6)
[3] Bo Yang, Yi He, Changzhe Jiao, Xiao Pan, Guozhen Wang, Lei Wang, and Jinjian Wu. Multiple-Instance Metric Learning Network for Hyperspectral Target Detection, IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 61, pp. 1-16, 2023, Art no. 5516016. (中科院一区TOP, IF=8.6)
[4] Changzhe Jiao, Bo Yang, Qi Wang, Guozhen Wang, and Jinjian Wu. Discriminative multiple-instance hyperspectral subpixel target characterization, IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 60, pp. 1-20, 2022, Art no. 5521420. (中科院一区TOP, IF=8.6, 第一作者为联合指导老师)
[5] Changzhe Jiao*, Bo Yang*, Lirong Liu, Chao Chen, Xiaoying Chen, Wensha Yang, Licheng Jiao. Semantic modeling of hyperspectral target detection with weak labels. Signal Processing (SP), 2023, 209: 109016. (中科院二区, IF=3.6,共同第一作者)
[6] Changzhe Jiao, Xiao Pan, Bo Yang, Hao Zhu, and Jinjian Wu. Attribute-guided feature fusion network with knowledge-inspired attention mechanism for multi-source remote sensing classification, Neural Networks (NN), 2025, 187: 107332. (中科院一区TOP, IF=6.0)
[7] Changzhe Jiao, Bo Yang, and Jinjian Wu, Multiple Instance Constrained Energy Minimization for Discriminative Hyperspectral Target Characterization, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brussels, Belgium, 2021, pp. 3197-3200. (EI,入选大会口头汇报，第一作者为联合指导老师)
[8] Minyan Wang, Bo Yang, Han Zhang, Chengyuan Wang, Xiaojie Jiang, and Changzhe Jiao. Hyperspectral Target Detection via Multi-Instance Self-Attention Semantic Feature Extraction, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, 2024, pp. 9450-9454. (EI)
[9] Changzhe Jiao, Chao Chen, Shuiping Gou, Xiuxiu Wang, Bo Yang, Xiaoying Chen, and Licheng Jiao. L1 Sparsity-Regularized Attention Multiple-Instance Network for Hyperspectral Target Detection, IEEE Transactions on Cybernetics (TCYB), vol. 53, no. 1, pp. 124-137, 2023. (中科院一区TOP, IF=9.4)
[10] Lei Wang, Libin Sun, Xiao Pan, Bo Yang, Rongfang Wang, and Changzhe Jiao. Multi-Excitation Enhanced Multi-Feature Fusion Network for Hyperspectral and LiDAR Data Classification, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, 2024, pp. 9671-9675. (EI)
