Digital Twin-Assisted Path Planning for AAV Swarm Based on Improved Polar Lights Optimization.

Zhilin Li Zhilin Li 0001 Hong Kong Polytechnic University, Department of Land Surveying and Geo-Informatics Southwest Jiaotong University, State-Province Joint Engineering Laboratory of Spatial Information Technology of High-Speed Rail Safety, Chengdu, China https://zbmath.org/authors/?q=ai:li.zhilin https://orcid.org/0000-0003-1507-323X https://www.wikidata.org/entity/Q96103180 Zhilin Li 0002 North Carolina State University, Department of Mathematics, Raleigh, USA https://zbmath.org/authors/?q=ai:li.zhilin.1 https://orcid.org/0000-0002-1636-5376 https://www.wikidata.org/entity/Q81366034 Zhilin Li 0003 Beijing University of Posts and Telecommunications, Key Lab of Universal Wireless Communications, Ministry of Education, China

Zhilin Li Lei Lei 0003 Gaoqing Shen Pan Cao Xiaochang Liu Digital Twin-Assisted Path Planning for AAV Swarm Based on Improved Polar Lights Optimization. 2268-2284 2026 jan15 13 IEEE Internet Things J. 2 https://doi.org/10.1109/JIOT.2025.3631277 db/journals/iotj/iotj13.html#LiLSCL26 streams/journals/iotj

Haifeng Ji Zhilin Li An Immersed Finite Element Method for Anisotropic Elliptic Interface Problems with Nonhomogeneous Jump Conditions. 27 2026 January 106 J. Sci. Comput. 1 https://doi.org/10.1007/s10915-025-03155-x db/journals/jscic/jscic106.html#JiL26 streams/journals/jscic

Zhiwei Wu Zhilin Li Tian Lan Point-feature label placement with maximum entropy principle. 556-576 2025 March 39 Int. J. Geogr. Inf. Sci. 3 https://doi.org/10.1080/13658816.2024.2422502 db/journals/gis/gis39.html#WuLL25 streams/journals/gis

Tingting Zhao Tao Xiong Muzi Li Zhilin Li Automatic Reconstruction of 3D Building Models from ALS Point Clouds Based on Façade Geometry. 462 2025 14 ISPRS Int. J. Geo Inf. 12 https://doi.org/10.3390/ijgi14120462 db/journals/ijgi/ijgi14.html#ZhaoXLL25 streams/journals/ijgi

Xiaochang Liu Zhilin Li Lei Lei 0003 Gaoqing Shen Shengsuo Cai Xiaojiao Liu Dynamic Data-Driven Digital Twin Network Construction and Calibration for AAV Swarms. 19397-19413 2025 June 12 IEEE Internet Things J. 12 https://doi.org/10.1109/JIOT.2025.3540220 db/journals/iotj/iotj12.html#LiuLLSCL25 streams/journals/iotj

Mei Yu Yuxin Li Zhilin Li Peng Yan Xiutong Li Qin Tian Benliang Xie Dense detection algorithm for ceramic tile defects based on improved YOLOv8. 5613-5628 2025 December 36 J. Intell. Manuf. 8 https://doi.org/10.1007/s10845-024-02523-y db/journals/jim/jim36.html#YuLLYLTX25 streams/journals/jim

Ruixin Liu Dengzhun Wang Zhonghui Chen Zhilin Li Hui Xiao Chunyu Yan Jianwei Yan Ping Lu Benliang Xie Recognition of tea sprouts based on improved deeplabV3 + model. 33591-33608 2025 August 84 Multim. Tools Appl. 28 https://doi.org/10.1007/s11042-024-20570-8 db/journals/mta/mta84.html#LiuWCLXYYLX25 streams/journals/mta

Zhilin Li Zilei Wang Cerui Dong Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization. 106905 2025 182 Neural Networks https://doi.org/10.1016/j.neunet.2024.106905 db/journals/nn/nn182.html#LiWD25 streams/journals/nn

Rong Liu Zhilin Li Jiaqi Yang 0005 Jian Sun Quanwei Liu Hyper-LKCNet: Exploring the Utilization of Large Kernel Convolution for Hyperspectral Image Classification. 13950-13966 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3571954 db/journals/staeors/staeors18.html#LiuLYSL25 streams/journals/staeors

Zhilin Li Xianghe Chen Jie Li 0049 Zhongfei Bai Hongfei Ji Lingyu Liu Lingjing Jin Sequential sEMG Recognition With Knowledge Transfer and Dynamic Graph Network Based on Spatio-Temporal Feature Extraction Network. 887-899 2025 February 29 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2024.3457026 db/journals/titb/titb29.html#LiCLBJLJ25 streams/journals/titb

Ziang Yan Zhilin Li Yinan He Chenting Wang Kunchang Li 0002 Xinhao Li 0004 Xiangyu Zeng Zilei Wang Yali Wang 0001 Yu Qiao 0001 Limin Wang 0002 Yi Wang 0074 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment. 29880-29892 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Yan_Task_Preference_Optimization_Improving_Multimodal_Large_Language_Models_with_Vision_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.02781 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#YanLHW0LZW00WW25 Zhilin Li Xiaomei Tao Fusing Physical and Cognitive Stimuli: An Eye Movement Emotion Recognition Framework Based on Hierarchical Attention Mechanism. 2624-2626 2025 AAMAS https://dl.acm.org/doi/10.5555/3709347.3743958 conf/ifaamas/2025 db/conf/ifaamas/aamas2025.html#LiT25 Zhilin Li Xiaochang Liu Lei Lei 0003 Gaoqing Shen Xiaojiao Liu Pan Cao Flight State Calibration of Digital Twin Models for UAV Swarms. 1-7 2025 IPCCC https://doi.org/10.1109/IPCCC66453.2025.11304639 conf/ipccc/2025 db/conf/ipccc/ipccc2025.html#LiLLSLC25 streams/conf/ipccc Yu Xiao Xutong Ma Zhilin Li Jun Yan 0009 IceBear: A Fine-Grained Incremental Scheduler for C/C++ Static Analyzers. 1104-1108 2025 SIGSOFT FSE Companion https://doi.org/10.1145/3696630.3728590 conf/sigsoft/2025c db/conf/sigsoft/fse2025c.html#XiaoMLY25

Zhilin Li Lucia Pons Salvador Petit Julio Sahuquillo Julio Pons TailBench++: Flexible Multi-Client, Multi-Server Benchmarking for Latency-Critical Workloads. 2025 May abs/2505.03600 CoRR https://doi.org/10.48550/arXiv.2505.03600 db/journals/corr/corr2505.html#abs-2505-03600 streams/journals/corr

Haifeng Ji Zhilin Li An Immersed Finite Element Method for Anisotropic Elliptic Interface Problems with Nonhomogeneous Jump Conditions. 2025 May abs/2505.11961 CoRR https://doi.org/10.48550/arXiv.2505.11961 db/journals/corr/corr2505.html#abs-2505-11961 streams/journals/corr

Zhilin Li Zhou Yao Xianglong Li Zeng Liu Zhaokuan Lu Shanlin Xu Seungnam Kim Guangyao Wang Small Ensemble-based Data Assimilation: A Machine Learning-Enhanced Data Assimilation Method with Limited Ensemble Size. 2025 October abs/2510.15284 CoRR https://doi.org/10.48550/arXiv.2510.15284 db/journals/corr/corr2510.html#abs-2510-15284 streams/journals/corr

Kai Hu Han Wang Renhe Liu Zhilin Li Shenghui Song 0001 Yu Liu 0004 ROI-based Deep Image Compression with Implicit Bit Allocation. 2025 November abs/2511.08918 CoRR https://doi.org/10.48550/arXiv.2511.08918 db/journals/corr/corr2511.html#abs-2511-08918 streams/journals/corr

Jin Qu Zhilin Li Design of Thermal System Integrating Chaotic Optimization Strategy and Resilient Back Propagation. 35855-35867 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3371190 db/journals/access/access12.html#QuL24a

Zhilin Li Yuxin Li Chunyu Yan Peng Yan Xiutong Li Mei Yu Tingchi Wen Benliang Xie Enhancing Tea Leaf Disease Identification with Lightweight MobileNetV2. 2024 679-694 80 Comput. Mater. Continua 1 https://doi.org/10.32604/cmc.2024.051526 db/journals/cmc/cmc80.html#LiLYYLYWX24 streams/journals/cmc

Wenfan Qiao Li Shen Qi Wen Quan Wen Shiyang Tang Zhilin Li Revolutionizing building damage detection: A novel weakly supervised approach using high-resolution remote sensing images. 2024 December 17 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2023.2298245 db/journals/digearth/digearth17.html#QiaoSWWTL24 streams/journals/digearth

Zhilin Li Lei Lei 0003 Gaoqing Shen Xiaochang Liu Xiaojiao Liu Digital Twin-Enabled Deep Reinforcement Learning for Safety-Guaranteed Flocking Motion of UAV Swarm. 2024 November 35 Trans. Emerg. Telecommun. Technol. 11 https://doi.org/10.1002/ett.70011 db/journals/ett/ett35.html#LiLSLL24 streams/journals/ett

Xiutong Li Ruixin Liu Yuxin Li Zhilin Li Peng Yan Mei Yu Xuan Dong Jianwei Yan Benliang Xie An improved model based on YOLOX for detection of tea sprouts in natural environment. 1665-1679 2024 October 15 Evol. Syst. 5 https://doi.org/10.1007/s12530-024-09589-2 db/journals/evs/evs15.html#LiLLLYYDYX24 streams/journals/evs

Zhilin Li Zilei Wang Qinying Liu Weakly supervised temporal action localization with actionness-guided false positive suppression. 106307 2024 175 Neural Networks https://doi.org/10.1016/j.neunet.2024.106307 db/journals/nn/nn175.html#LiWL24

Zhilin Li Xutong Ma Mengze Hu Jun Yan 0009 Detecting Element Accessing Bugs in C++ Sequence Containers. 883-894 2024 ASE https://doi.org/10.1145/3691620.3695471 https://www.wikidata.org/entity/Q131117090 conf/kbse/2024 db/conf/kbse/ase2024.html#LiMHY24 Weihao Zhang Zhilin Li Bin Li Mingliang Zhang A Two-Branch Fusion Network for Infrared and Visible Image Fusion. 42-55 2024 PRCV (9) https://doi.org/10.1007/978-981-97-8692-3_4 conf/prcv/2024-9 db/conf/prcv/prcv2024-9.html#ZhangLLZ24 streams/conf/prcv Hongtao Shen Xing-Yao Yang Shuangquan Li Jiong Yu Zhilin Li Zheng Qi Frequency Feature Enhanced Mix Calibration Attention Network for Sequential Recommendation. 408-422 2024 PRCV (3) https://doi.org/10.1007/978-981-97-8502-5_29 conf/prcv/2024-3 db/conf/prcv/prcv2024-3.html#ShenYLYLQ24 streams/conf/prcv

Peng Ti Ruyu Dai Fangyi Wan Tao Xiong Hao Wu Zhilin Li Influencing Pedestrians' Route Choice Using Route Shape Simplification. 66 2023 12 ISPRS Int. J. Geo Inf. 2 https://doi.org/10.3390/ijgi12020066 db/journals/ijgi/ijgi12.html#TiDWXWL23

Tiepeng Liao Zihao Ren Zhaoliang Chai Man Yuan Chenjian Miao Junjie Li 0002 Qi Chen Zhilin Li Ziyi Wang Lin Yi Siyuan Ge Wenwei Qian Longfeng Shen Zilei Wang Wei Xiong Hongying Zhu A super-resolution strategy for mass spectrometry imaging via transfer learning. 656-668 2023 June 5 Nat. Mac. Intell. 6 https://doi.org/10.1038/s42256-023-00677-7 db/journals/natmi/natmi5.html#LiaoRCYMLCLWYGQSWXZ23

Gaoqing Shen Lei Lei 0003 Xinting Zhang Zhilin Li Shengsuo Cai Lijuan Zhang 0003 Multi-UAV Cooperative Search Based on Reinforcement Learning With a Digital Twin Driven Training Framework. 8354-8368 2023 July 72 IEEE Trans. Veh. Technol. 7 https://doi.org/10.1109/TVT.2023.3245120 db/journals/tvt/tvt72.html#ShenLZLCZ23

Zhilin Li Zilei Wang Qinying Liu Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action Localization. 1513-1521 2023 AAAI https://doi.org/10.1609/aaai.v37i2.25237 conf/aaai/2023 db/conf/aaai/aaai2023.html#LiWL23 Qinying Liu Zilei Wang Ruoxi Chen Zhilin Li Unleashing the Potential of Adjacent Snippets for Weakly-supervised Temporal Action Localization. 1032-1037 2023 ICME https://doi.org/10.1109/ICME55011.2023.00181 conf/icmcs/2023 db/conf/icmcs/icme2023.html#LiuWCL23

Ning Zhao Zhilin Li Ludong Qin Zhijia Cui Zhou Sun Zhengyong Cheng Chunshen Jiang Shuosheng Wang Tingting Zhao Yingjie Liao Bin Wei Lifetime measurement and aging mechanism analysis of OLED subpixels. 102326 2022 75 Displays https://doi.org/10.1016/j.displa.2022.102326 db/journals/displays/displays75.html#ZhaoLQCSCJWZLW22

Gaoqing Shen Lei Lei 0003 Zhilin Li Shengsuo Cai Lijuan Zhang 0003 Pan Cao Xiaojiao Liu Deep Reinforcement Learning for Flocking Motion of Multi-UAV Systems: Learn From a Digital Twin. 11141-11153 2022 9 IEEE Internet Things J. 13 https://doi.org/10.1109/JIOT.2021.3127873 db/journals/iotj/iotj9.html#ShenLLCZCL22

Zhilin Li Zijian Deng Li Chen Yu Gui Zhigang Cai Jianwei Liao 0001 Multi-stream Information-Based Neural Network for Mammogram Mass Segmentation. 267-278 2022 ICANN (1) https://doi.org/10.1007/978-3-031-15919-0_23 conf/icann/2022-1 db/conf/icann/icann2022-1.html#LiDCGCL22 Jinhao Dong Yiling Lou Qihao Zhu Zeyu Sun 0004 Zhilin Li Wenjie Zhang 0007 Dan Hao 0001 FIRA: Fine-Grained Graph-Based Code Change Representation for Automated Commit Message Generation. 970-981 2022 ICSE https://doi.org/10.1145/3510003.3510069 https://ieeexplore.ieee.org/document/9793882 conf/icse/2022 db/conf/icse/icse2022.html#DongLZ0LZ022

Qinying Liu Zilei Wang Ruoxi Chen Zhilin Li Convex Combination Consistency between Neighbors for Weakly-supervised Action Localization. 2022 abs/2205.00400 CoRR https://doi.org/10.48550/arXiv.2205.00400 db/journals/corr/corr2205.html#abs-2205-00400

Lei Lei 0003 Gaoqing Shen Lijuan Zhang 0003 Zhilin Li Toward Intelligent Cooperation of UAV Swarms: When Machine Learning Meets Digital Twin. 386-392 2021 35 IEEE Netw. 1 https://doi.org/10.1109/MNET.011.2000388 db/journals/network/network35.html#LeiSZL21

Jianrui Fan Lijuan Zhang 0003 Gaoqing Shen Zhilin Li Pan Cao Lei Lei 0003 A Self-deployment Algorithm for Flying Ad Hoc Networks (FANETs) towards Low Probability of Detection Coverage in Directional Antennas. 898-902 2020 ICCT https://doi.org/10.1109/ICCT50939.2020.9295867 conf/icct/2020 db/conf/icct/icct2020.html#FanZSLC020

Yizhen Ge Lei Lei 0003 Lijuan Zhang 0003 Zhilin Li Shengsuo Cai Chenfei Zhang Modeling the Impact of Heterogeneous Transmission Powers on the Throughput of IEEE 802.11 Multi-Hop Ad Hoc Networks. 144628-144637 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2941524 db/journals/access/access7.html#GeLZLCZ19

Zhilin Li Lei Lei 0003 Lijuan Zhang 0003 Gaoqing Shen Shengsuo Cai Available Bandwidth Estimation for Directional CSMA/CA Ad Hoc Networks. 107-112 2019 MSN https://doi.org/10.1109/MSN48538.2019.00032 conf/msn/2019 db/conf/msn/msn2019.html#Li0ZSC19 Shengnan Zhang Xin Wei 0001 Ruochen Huang Zhilin Li Data-driven objective evaluation on IPTV user experience. 1-5 2016 WCSP https://doi.org/10.1109/WCSP.2016.7752613 conf/wcsp/2016 db/conf/wcsp/wcsp2016.html#ZhangWHL16 Zhilin Li Hui Tian 0003 Liqi Gao Gaofeng Nie A component carrier selection scheme in macro and CSG femtocells co-channel deployment for LTE-Advanced downlink systems. 1175-1179 2014 PIMRC https://doi.org/10.1109/PIMRC.2014.7136345 conf/pimrc/2014 db/conf/pimrc/pimrc2014.html#LiTGN14 Zhilin Li Houjin Chen Chang Yao Jupeng Li Spectral projected gradient pursuit for compressed sensing. 2199-2202 2011 FSKD https://doi.org/10.1109/FSKD.2011.6020060 conf/fskd/2011 db/conf/fskd/fskd2011.html#LiCYL11

Jun Chen Yungang Hu Zhilin Li Renliang Zhao Liqiu Meng Selective omission of road features based on mesh density for automatic map generalization. 1013-1032 2009 23 Int. J. Geogr. Inf. Sci. 8 http://www.informaworld.com/smpp/content~db=all~content=a914093351~frm=abslink db/journals/gis/gis23.html#ChenHLZM09

Yongli Li Zhilin Li Jing Qu Xiaoyan Wang The Sorites Paradox from the View of Pansystems. 219-223 2007 conf/fcs/2007 FCS db/conf/fcs/fcs2007.html#LiLQW07

Lilian S. C. Pun-Cheng Zhilin Li Wenxiu Gao An Automated System for Multi-Scale Vegetation Mapping. 89-95 2004 39 Cartogr. Int. J. Geogr. Inf. Geovisualization 4 https://doi.org/10.3138/HH37-6P21-42J5-P112 https://www.wikidata.org/entity/Q131359431 db/journals/cartographica/cartographica39.html#Pun-ChengLG04

Zhilin Li Qiming Zhou Geographical Information Science: A Perspective of 1998. 1-4 1998 4 Ann. GIS 1&2 https://doi.org/10.1080/10824009809480496 db/journals/agis/agis4.html#LiZ98

Zhilin Li W. K. Lam Chengming Li Effect of Compression on the Accuracy of DTM. 37-43 1998 4 Ann. GIS 1&2 https://doi.org/10.1080/10824009809480501 db/journals/agis/agis4.html#LiLL98

Zhongfei Bai Shengsuo Cai Zhigang Cai Pan Cao Zhaoliang Chai Houjin Chen Jun Chen Li Chen Qi Chen Ruoxi Chen Xianghe Chen Zhonghui Chen Zhengyong Cheng Zhijia Cui Ruyu Dai Zijian Deng Cerui Dong Jinhao Dong Xuan Dong Jianrui Fan Liqi Gao Wenxiu Gao Siyuan Ge Yizhen Ge Yu Gui Dan Hao 0001 Yinan He Kai Hu Mengze Hu Yungang Hu Ruochen Huang Haifeng Ji Hongfei Ji Chunshen Jiang Lingjing Jin Seungnam Kim W. K. Lam Tian Lan Lei Lei 0003 Bin Li Chengming Li Jie Li 0049 Junjie Li 0002 Jupeng Li Kunchang Li 0002 Muzi Li Shuangquan Li Xianglong Li Xinhao Li 0004 Xiutong Li Yongli Li Yuxin Li Jianwei Liao 0001 Tiepeng Liao Yingjie Liao Lingyu Liu Qinying Liu Quanwei Liu Renhe Liu Rong Liu Ruixin Liu Xiaochang Liu Xiaojiao Liu Yu Liu 0004 Zeng Liu Yiling Lou Ping Lu Zhaokuan Lu Xutong Ma Liqiu Meng Chenjian Miao Gaofeng Nie Salvador Petit Julio Pons Lucia Pons Lilian S. C. Pun-Cheng Zheng Qi Wenwei Qian Wenfan Qiao Yu Qiao 0001 Ludong Qin Jin Qu Jing Qu Zihao Ren Julio Sahuquillo Gaoqing Shen Hongtao Shen Li Shen Longfeng Shen Shenghui Song 0001 Jian Sun Zeyu Sun 0004 Zhou Sun Shiyang Tang Xiaomei Tao Peng Ti Hui Tian 0003 Qin Tian Fangyi Wan Chenting Wang Dengzhun Wang Guangyao Wang Han Wang Limin Wang 0002 Shuosheng Wang Xiaoyan Wang Yali Wang 0001 Yi Wang 0074 Zilei Wang Ziyi Wang Bin Wei Xin Wei 0001 Qi Wen Quan Wen Tingchi Wen Hao Wu Zhiwei Wu Hui Xiao Yu Xiao Benliang Xie Tao Xiong Wei Xiong Shanlin Xu Chunyu Yan Jianwei Yan Jun Yan 0009 Peng Yan Ziang Yan Jiaqi Yang 0005 Xing-Yao Yang Chang Yao Zhou Yao Lin Yi Jiong Yu Mei Yu Man Yuan Xiangyu Zeng Chenfei Zhang Lijuan Zhang 0003 Mingliang Zhang Shengnan Zhang Weihao Zhang Wenjie Zhang 0007 Xinting Zhang Ning Zhao Renliang Zhao Tingting Zhao Qiming Zhou Hongying Zhu Qihao Zhu