近年部分论文：

l  Jun Zhu, Jinbin Zhang*, Qing Zhu, Li Zuo, Ce Liang, Xiaochong Chen, Yakun Xie.Virtual geographical scene twin modeling: a combined data-driven and knowledge-driven method with bridge construction as a case study[J].International Journal of Digital Earth,2024,17(1):1-23.

l  Jun Zhu, Jinbin Zhang, Hongyu Chen, Yakun Xie*, Hengchao Gu, Huijie Lian.A cross-view intelligent person search method based on multi-feature constraints[J].International Journal of Digital Earth,2024,17(1):2346259.

l  Jun Zhu, Niya Luo, Zhihao Guo, Jianbo Lai*, Li Zuo, Chuanjun Zhang, Yukun Guo, Ya Hu.Feature-constrained automatic geometric deformation analysis method of bridge models toward digital twin[J].International Journal of Digital Earth,2024,17(1):2346259.

l  Weilian Li, Jun Zhu*, Saied Pirasteh, Qing Zhu, Yukun Guo, Lan Luo, Youness Dehbi. A 3D virtual geographic environment for flood representation towards risk communication[J].International Journal of Applied Earth Observation and Geoinformation,2024,128:103757.

l  Yakun Xie, Ni Zhan, Jun Zhu*, Yukun Guo, Dejun Feng, Sung Wook Baik.3D Location of Indoor Fire Ignition with a Multilevel Constraint Based on Monocular Vision[J].Fire Technology,2024,

l  Ce Liang, Jun Zhu *, Jinbin Zhang, Qing Zhu, Jingyi Lu, Jianbo Lai and Jianlin Wu.A Knowledge-Guided Intelligent Analysis Method of Geographic Digital Twin Models: A Case Study on the Diagnosis of Geometric Deformation in Tunnel Excavation Profiles[J]. ISPRS International Journal of Geo-Information,  2024,13(3):78.

l  Jun Zhu, Pei Dang*, Yungang Cao, Jianbo Lai, Yukun Guo, Ping Wang.A Flood Knowledge-Constrained Large Language Model Interactable with GIS: Enhancing Public Risk Perception of Floods[J].International Journal of Geographical Information Science,2024,38(4): 603–625.

l  Mohamed A. Damos, Jun Zhu*,Weilian Li,Elhadi Khalifa,Abubakr Hassan,Rashad Elhabob, Alaa Hm,Esra Ei. Enhancing the K-Means Algorithm through a Genetic Algorithm Based on Survey and Social Media Tourism Objectives for Tourism Path Recommendations[J]. ISPRS International Journal of Geo-Information, 2024, 13(2):40.

l  Weilian Li, Jun Zhu*, Qing Zhu, Jinbin Zhang, Xiao Han, Youness Dehbi.Visual attention-guided augmented representation of geographic scenes: a case of bridge stress visualization[J].International Journal of Geographical Information Science，2024，,38(3):527-549.

l  Jun Zhu, Jinbin Zhang*, Qing Zhu, Weilian Li, Jianlin Wu, Yukun Guo.A knowledge-guided visualization framework of disaster scenes for helping the public cognize risk information[J]. International Journal of Geographical Information Science,2024,38(4): 626–653.

l  Jun Zhu,Pei Dang*,Jinbin Zhang,Yungang Cao,Jianlin Wu,Weilian Li,Ya Hu,Jigang You.The Impact of Spatial Scale on Layout Learning and Individual Evacuation Behavior in Indoor Fires: Single-Scale Learning Perspectives[J]. International Journal of Geographical Information Science,2024,38(1):77-99.

l  Pei Dang，Jun Zhu*，Yungang Cao，Jianlin Wu，Weilian Li，Ya Hu，Jigang You，Lin Fu .A Method for Multi-Person Mobile Virtual Reality Fire Evacuation Drills Based on Pose Estimation: Consistency of Vision and Perception[J]. Safety Science，2024,170: 106334.

l  朱军,朱庆,祝兵,王波,梁策.数字孪生驱动的桥梁智能建造方法[J].遥感学报,2024,28(05):1340-1349.

l  Jianbo Lai, Jun Zhu*, Yukun Guo, Jigang You, Yakun Xie, Jianlin Wu, Ya Hu.Dynamic Data-Driven Railway Bridge Construction Knowledge Graph Update Method[J]. Transactions in GIS,2023,27(7):2099-2117.

l  Ranran Tang,Jun Zhu*,Ying Ren,Yongzhe Ding,Jianlin Wu,Yukun Guo,Yakun Xie.A Knowledge-Guided Fusion Visualisation Method of Digital Twin Scenes for Mountain Highways[J]. ISPRS International Journal of Geo-Information, 2023, 12(10), 424.

l  Yukun Guo, Jun Zhu*, Jigang You, Saied Pirasteh, Weilian Li, Jianlin Wu, Jianbo Lai, and Pei Dang. A dynamic visualization based on conceptual graphs to capture the knowledge for disaster education on floods[J]. Natural Hazards, 2023,119:203-220.

l  Pei Dang, Jun Zhu*, Yuxuan Zhou, Yuting Rao, Jigang You, Jianlin Wu, Mengting Zhang, Weilian Li.A 3D-Panoramic fusion flood enhanced visualization method for VR[J]. Environmental Modelling & Software, 2023,169:105810.

l  Jigang You,Jun Zhu*,Weilian Li,Yukun Guo,Lin Fu &Pei Dang.ROI-constrained visualization of flood scenes to improve perception efficiency[J]. International Journal of Digital Earth, 2023, 16(1):3065-3084.

l  朱军，党沛，江怡言，李维炼，谢亚坤.联合大预言模型和知识图谱的轨道交通特色GIS专业课程体系优化，测绘通报，2023(S1):23-28.

l  Jianlin Wu,Jun Zhu*,Jinbin Zhang, Pei Dang, Weilian Li, Yukun Guo, Lin Fu, Jianbo Lai, Jigang You, YaKun Xie& Ce Liang. A dynamic holographic modelling method of digital twin scenes for bridge construction[J]. International Journal of Digital Earth, 2023,16(1), 2404-2425.

l  Jinbin Zhang, Jun Zhu*, Pei Dang, Jianlin Wu, Yuxuan Zhou, Weilian Li, Lin Fu, Yukun Guo & Jigang You. An improved social force model (ISFM)-based crowd evacuation simulation method in virtual reality with a subway fire as a case study[J]. International Journal of Digital Earth, 2023, 16(1), 1186-1204.

l  Jianbo Lai, Jun Zhu*, Niya Luo, Yao Zhang, Li Zuo, Yukun Guo, Jigang You.Visual supervision of large-scope heat source factories based on knowledge graph[J]. Transactions in GIS, 2023, 27(2):408-424.

l  Weilian Li, Jun Zhu*, Pei Dang, Jianlin Wu, Jinbin Zhang, Lin Fu, Qing Zhu. Immersive virtual reality as a tool to improve bridge teaching communication[J].Expert Systems with Applications,2023,217(119502).

l  Pei Dang, Jun Zhu*, Xiaoqi Qiao, Jianlin Wu, Weilian li, Jigang You & Lin Fu. How does spatial cognitive style affect indoor fire evacuation wayfinding in mobile virtual reality?[J] Cartography and Geographic Information Science,2023,50(3):272-288.

l  任诗曼，*朱军，方铮，李闯农，梁策，谢亚坤，李维炼，张天奕. 联合多尺度注意力机制与边缘约束的SPOT7 影像林地提取方法[J].武汉大学学报（信息科学版）, 2023,48(12):1951-1958.

l  Weilian Li, Jun Zhu*, Jan-Henrik Haunert, Lin Fu, Qing Zhu, Youness Dehbi.Three-dimensional virtual representation for the whole process of dam-break floods from a geospatial storytelling perspective[J]. International Journal of Digital Earth, 2022,15(1):1637–1656.

l  Dang Pei,Zhu Jun*,Wu Jianlin,Li Weilian,You Jigang,Fu Lin,Shi Yiqun,Gong Yuhang.A real 3D scene rendering optimization method based on region of interest and viewing frustum prediction in virtual reality[J]. International Journal of Digital Earth, 2022,15(1): 1081-1100.

l  Lingzhi Yin,Jun Zhu*,Wenshu Li and Jinhong Wang.Vulnerability Analysis of Geographical Railway Network under Geological Hazard in China[J]. ISPRS International Journal of Geo-Information, 2022, 11(6), 342.

l  Li Weilian，Zhu Jun*, Pirasteh Saied, Zhu Qing, Fu Lin, Wu Jianlin, Hu Ya, Dehbi Youness. Investigations of disaster information representation from a geospatial perspective: Progress, challenges and recommendations[J]. Transactions in GIS, 2022, 26 (3):1376-1398.

l  Jianbo Lai,Jun Zhu*,Yakun Xie,Ping Wang,Weilian Li,Lin Fu.Understanding China's resumption of work and production during the critical period of COVlD-19 based on multi-source data[J]. Transactions in GIS,  2022, 26 (2) :1062-1079

l  Yakun Xie, Jun Zhu∗, Yukun Guo, Jigang You, Dejun Feng, Yungang Cao. Early indoor occluded fire detection based on firelight reflection characteristics[J]. Fire Safety Journal,2022,128(103542):1-12.

l  Yakun Xie, Jun Zhu*,Jianbo Lai, Ping Wang, Dejun Feng, Yungang Cao, Tanveer Hussain,SungWook Baik. An enhanced relation-aware global-local attention network for escaping human detection in indoor smoke scenarios[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2022(186):140-156.

l  Weilian Li, Jun Zhu∗, Yuhang Gong, Qing Zhu, Bingli Xu, Min Chen.An optimal selection method for debris flow scene symbols considering public cognition differences[J]. International Journal of Disaster Risk Reduction,2022,168(102698):1-12.

l  朱军，陈逸东，张昀昊，黄华平，吴思豪，赵犁.网络环境下全景图和点云数据快速融合可视化方法[J].西南交通大学学报,2022,57(01):18-27.

l  朱军,张天奕,谢亚坤,张杰,李闯农,赵犁,李维炼. 顾及小目标特征的视频人流量智能统计方法[J].西南交通大学学报,2022,57(04):705-712,736.

l  Mohamed A. Damos, Jun Zhu*,Weilian* Li , Abubakr Hassan,Elhadi Khalifa,A Novel Urban Tourism Path Planning Approach Based on a Multiobjective Genetic Algorithm[J]. ISPRS International Journal of Geo-Information, 2021,10(8), 530.

l  Pei Dang，JunZhu*，Saied Pirasteh，Weilian Li，Jigang You，Bingli Xu，Ce Liang. A chain navigation grid based on cellular automata for large-scale crowd evacuation in virtual reality[J]. International Journal of Applied Earth Observation and Geoinformation，2021（103）：1-10.

l  Fu Lin,Zhu Jun*,Li Weilian,You Jigang,Hua Zhangyu. Fast estimation method of volumes of landslide deposit by the 3D reconstruction of smartphone images[J]. Landslides, 2021, 18 (9):3269-3278.

l  Weilian Li, Jun Zhu*, Lin Fu, Qing Zhu, Yukun Guo,Yuhang Gong. A rapid 3D reproduction system of dam-break floods constrained by post-disaster information[J].Environmental Modelling & Software, 2021(139): 1-13.

l  Lin Fu,Jun Zhu*,Weilian Li,Qing Zhu,Bingli Xu,Yakun Xie,Yunhao Zhang,Ya Hu,Jingtao Lu,Pei Dang &Jigang You. Tunnel vision optimization method for VR flood scenes based on Gaussian blur[J]. International Journal of Digital Earth, 2021, 14(7):821-835.

l  Weilian Li ,*Jun Zhu , Lin Fu , Qing Zhu , Yakun Xie & Ya Hu. An augmented representation method of debris flow scenes to improve public perception [J]. International Journal of Geographical Information Science, 2021, 35(8): 1521-1544.

l  赵媛媛; 朱军*, 谢亚坤, 李维炼, 郭煜坤. 改进Yolo-v3的视频图像火焰实时检测算法,武汉大学学报（信息科学版），2021，46(03):326-334.

l  朱军,吴思豪,张昀昊等.大规模道路交通数据网络轻量化可视化方法[J].西南交通大学学报,2021,56(05):905-912.

l  Yunhao Zhang, *Jun Zhu, Qing Zhu, Yakun Xie, Weilian Li, Lin Fu, Junxiao Zhang and Jianmei Tan. The construction of personalized virtual landslide disaster environments based on knowledge graphs and deep neural networks [J]. International Journal of Digital Earth, 2020,13(12): 1637-1655.

l  郭煜坤,*朱军, 付林, 李维炼, 郑全红, 赵媛媛, 吴思豪.一种面向公众教育的滑坡灾害可视化视觉表征方法[J].武汉大学学报(信息科学版), 2020, 45(09):1378-1385.

l  朱军,  *付林, 李维炼, 郑全红, 胡亚, 郭煜坤, 黄鹏诚, 杨利.知识引导的滑坡灾害场景动态表达方法[J].武汉大学学报(信息科学版), 2020, 45(08):1255-1262.

l  李维炼, 朱军, 张昀昊, 付林,*胡亚, 尹灵芝, 戴义.空间语义约束的泥石流灾害VR场景融合建模及交互方法[J].武汉大学学报(信息科学版), 2020, 45(07):1073-1081.

l  朱军, 佘平, 李维炼, 曹云刚, 齐华, 王博, 王瑜.基于导航网格的室内火灾逃生路径动态规划[J].西南交通大学学报, 2020, 55(05):1103-1110.