张天扬，博士，西安电子科技大学人工智能学院助理研究员，合作导师为 张向荣教授，智能感知与图像理解教育部重点实验室（IPIU）成员，主要从事遥感影像智能解译研究，面向遥感影像目标解译中小目标检测、小样本目标检测、目标精细化解译等场景开展相关研究，研究成果已发表论文20余篇，包括IEEE TCYB、IEEE TNNLS、ISPRS、IEEE GRSM、IEEE TGRS、IEEE TCSVT等中科院1区期刊，4篇入选ESI 高被引论文，授权国家发明专利2项，担任ISPRS、IEEE TNNLS、IEEE TGRS、IEEE GRSL、自动化学报等多个国际、国内领域知名期刊会议审稿人，荣获陕西省计算机学会优秀博士学位论文。

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研究方向：

遥感影像目标检测、多源遥感影像解译、多模态信息融合处理等。

欢迎有意向接触科研工作的同学与我积极联系，共同努力进步！
 欢迎有意向加入张向荣教授团队的同学，电邮你的个人简历至zhangtianyang@xidian.edu.cn.

科研项目：

国家自然科学基金青年科学基金项目（C类），在研，2026.01-2028.12

中央高校基本科研业务费专项资金资助，在研，2026.01-2026.11

2024年度国家资助博士后研究人员计划C档资助，已结题

中国博士后科学基金第76批面上资助，已结题

科研论文[谷歌学术主页]：

[1] Zhang Tianyang, Xu Linpan, Zhang Xiangrong, Han Xiao, Zhu Jin, Zhang Lianchao, Wang Guanchun, and Jiao Licheng. Multi-granularity Prompt Learning with vision-language model for few-shot remote sensing image scene classification."ISPRS Journal of Photogrammetry and Remote Sensing 235(2026), 349-362. （中科院一区期刊）

[2] Zhang Tianyang, Zhang Xiangrong, Hua Chaozhuo, Wang Guanchun, Han Xiao, and Jiao Licheng.Tiny object detection based on dynamic scale-awareness label assignment and contextual enhancement." Pattern Recognition, 172 (2026): 112449. （中科院一区期刊）

[3] Zhang Tianyang, Zhang Xiangrong, Wang Guanchun, Zhu Xiaoqian, Tang Xu, and Jiao Licheng. "Multi-stage Enhancement Network for Tiny Object Detection in Remote Sensing Images." IEEE Transactions on Geoscience and Remote Sensing, 62 (2024): 1-12.（中科院一区期刊，ESI高被引论文）

[4] Zhang Tianyang, Zhang Xiangrong, Zhu Peng, Jia Xiuping, Tang Xu, and Jiao Licheng. "Generalized few-shot object detection in remote sensing images." ISPRS Journal of Photogrammetry and Remote Sensing, 195 (2023): 353-364. （中科院一区期刊，ESI高被引论文）

[5] Zhang Tianyang, Zhang Xiangrong, Zhu Peng, Tang Xu, Li Chen, Jiao Licheng, and Zhou Huiyu. "Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images." IEEE Transactions on Cybernetics, 52.10 (2022): 10999-11013.（中科院一区期刊）

[6] Zhang Tianyang, Zhang Xiangrong, Zhu Peng, Tang Xu, Li Chen, and Jiao Licheng. "Foreground Refinement Network for Rotated Object Detection in Remote Sensing Images." IEEE Transactions on Geoscience and Remote Sensing, 60 (2022): 1-13.（中科院一区期刊）

[7] Zhang Xiangrong, Zhang Tianyang, Wang Guanchun, Zhu Peng, Tang Xu, Jia Xiuping, and Jiao Licheng. "Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances." IEEE Geoscience and Remote Sensing Magazine. 11.4 (2023): 8-44.（中科院一区期刊，ESI高被引论文）

[8] Zhu Xiaoqian, Zhang Xiangrong, Zhang Tianyang, Tang Xu, Chen Puhua, Zhou Huiyu, and Jiao Licheng. "Semantics and Contour-Based Interactive Learning Network For Building Footprint Extraction." IEEE Transactions on Geoscience and Remote Sensing, 61 (2023): 1-13.（ 中科院一区期刊）

[9] Zhu Xiaoqian, Zhang Xiangrong, Zhang Tianyang, Tang Xu, Chen Puhua, Zhou Huiyu, and Jiao Licheng. "Temporal-Feedback Self-Training for Semi-Supervised Object Detectionin Remote Sensing Images." IEEE Transactions on Geoscience and Remote Sensing, 61 (2025): 1-14.（ 中科院一区期刊）

[10] Zhu Xiaoqian, Zhang Xiangrong, Zhang Tianyang, Gu Jing, Zhu Jin, Han Xiao, and Jiao Licheng. "Beyond Single Pixel: Context Priors Guided Semi-Supervised Building Footprint Segmentation." IEEE Transactions on Geoscience and Remote Sensing, 61 (2025): 1-13.（ 中科院一区期刊）

[11] Zhu Xiaoqian, Zhang Xiangrong, Zhang Tianyang, Fang Chaowei, Tang Xu, and Jiao Licheng. "RegionMatch: Pixel-Region Collaboration for Semi-Supervised Semantic Segmentation in Remote Sensing Images". IJCAI. 2025. （CCF A 类会议）

[12] Zhang Xiangrong, Li Zhenyu, Zhang Tianyang, Liu Fengsheng, Tang Xu, Chen Puhua, and Jiao Licheng. "Remote Sensing Image Super-Resolution via Dual-Resolution Network Based on Connected Attention Mechanism." IEEE Transactions on Geoscience and Remote Sensing, 60 (2022): 1-13.（ 中科院一区期刊）

[13] Wang Guanchun, Zhang Xiangrong, Peng Zelin, Zhang Tianyang, Tang Xu, Zhou Huiyu, and Jiao Licheng. "Negative Deterministic Information-Based Multiple Instance Learning for Weakly Supervised Object Detection and Segmentation". IEEE Transactions on Neural Networks and Learning Systems, 2024.（中科院一区期刊）

[14] Zhang Xiangrong, Wang Guanchun, Zhu Peng, Zhang Tianyang, Li Chen, and Jiao Licheng. "GRS-Det: An Anchor-Free Rotation Ship Detector Based on Gaussian-Mask in Remote Sensing Images." IEEE Transactions on Geoscience and Remote Sensing, 59.4 (2020): 3518-3531.（中科院一区期刊）

[15] Guanchun Wang, Xiangrong Zhang, Zelin Peng, Shunli Tian, Tianyang Zhang, Xu Tang, and Licheng Jiao. "OraL: An Observational Learning Paradigm for Unsupervised Hyperspectral Change Detection," IEEE Transactions on Circuits and Systems for Video Technology, 2025.  (中科院一区期刊)

[16] Guanchun Wang, Xiangrong Zhang, Zelin Peng, Tianyang Zhang, and Licheng Jiao. "S2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, 2025. (中科院一区期刊，ESI高被引论文)

[17] Zhang Xiangrong, Peng Zelin, Zhu Peng, Zhang Tianyang, Li Chen, Zhou Huiyu, and Jiao Licheng. "Adaptive affinity loss and erroneous pseudo-label refinement for weakly supervised semantic segmentation". Proceedings of the 29th ACM international conference on multimedia. 2021: 5463-5472.（CCF A 类会议）

[18] Wang Guanchun, Zhang Xiangrong, Zhang Yifei, Peng Zelin, Zhang Tianyang, Tang Xu, and Jiao Licheng. " ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus StateSpace Model" ACM international conference on multimedia 2025.（CCF A 类会议）

[19] Zhang Jinyue, Zhang Xiangrong, Huang Zhongjian, Zhang Tianyang, Han Xiao, and Jiao Licheng. "GPSDet: Geometric Parallelism Embedded Structure-aware Slender Object Detection in Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, 2026. (中科院一区期刊)

[20] Wang Guanchun, Zhang Xiangrong, Lai Jianxun, Peng Zelin, Zhang Tianyang, Wang Chao, Tang Xu, and Jiao Licheng. "Expanding Then Fusing: Weakly-supervised Remote Sensing Semantic Segmentation via Progressive Multi-modal Fusion," Pattern Recognition, 113392, 2026. (中科院一区期刊)