逯暄
副教授，硕士生导师
邮箱：xuanlu@sxu.edu.cn
研究方向：主要从事毫米波探测及信息处理，基于深度学习的序列检测、推荐算法等研究。
个人简介
逯暄，博士，副教授，硕士生导师，中共党员。2008年获南京理工大学电子信息工程专业学士学位；2016年获南京理工大学信息与通信工程学科博士学位，同年就职于PA电子。澳大利亚野外机器人研究中心（Australian Centre for Field Robotics, ACFR）访问学者（2013.3-2014.3）。主要从事毫米波探测及信息处理，基于深度学习的序列检测、推荐算法等研究。
教学情况
近5年主讲本科生课程《模拟电子技术基础》、《数字电子技术基础》及其实验等。
学术论文
1)Furong Peng, Rongxin Ma, Xuan Lu*, et al. MGRD: Multi-Granularity Reconstruction Deviation Modeling for Time Series Anomaly Detection. IEEE Transactions on Instrumentation and Measurement, 已录用.
2)Xuan Lu, Jinhong Guo, Furong Peng, and Yu Dong. TDOA-MCM: A TDOA-based Multi-path Communication Mechanism for UWB Indoor Positioning. KSII Transactions on Internet and Information Systems, 2025, 19(1): 327-343.
3)Lu Xuan, Hao Yanhong, Peng Furong, Zhu Zheqing, and Cheng Zhanwen. ExpDrug: An explainable drug recommendation model based on space feature mapping. Neurocomputing, 2025, 619, 129021.
4)Peng Furong, Liao Fujin, Lu Xuan, Zheng Jianxing, and Li Ru. Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network. Information Systems, 2025, 130, 102513.
5)Dongheng Jia, Xuan Lu*, Yangyang Hao, and Zelong Xiao. A Light Residual CNN for Radar Gesture Recognition. APMC 2024.
6)Furong Peng, Kang Liu, Xuan Lu*, Yuhua Qian, Hongren Yan, and Chao Ma. TSC: A Simple Two-Sided Constraint against Over-Smoothing. SIGKDD 2024.
7)Furong Peng, Jiachen Luo, Xuan Lu*, Sheng Wang, and Feijiang Li. Cross-Domain Contrastive Learning for Time Series Clustering. AAAI 2024.
8)Xuan Lu, Shushu Linghu, Furong Peng, and Ting Zhang. A Miniaturized Ultra-wideband MIMO Antenna Design with Dual-band Notched Characteristics. Progress In Electromagnetics Research M, 2023, 115: 45-58.
9)Xuan Lu, Zelong Xiao, and Taiyang Hu. Nonlinear Distortion Correction for Single Pixel Conical Scanning Radiometric Imaging System at W-band. Progress In Electromagnetics Research Letters, 2019, 83, 65-70.
10)Furong Peng, Xuan Lu, Chao Ma, Yuhua Qian, Jianfeng Lu, and Jingyu Yang. Multi-level preference regression for cold-start recommendations. International Journal of Machine Learning and Cybernetics, 2018, 9(7): 1117-1130.
11)Lu Xuan, Peng Furong, Li Guanghui, Xiao Zelong, and Hu Taiyang. Object segmentation for linearly polarimetric passive millimeter wave images based on principal component analysis. Progress In Electromagnetics Research M, 2017, 61:169-176.
12)Xuan Lu, Zelong Xiao, and Jianzhong Xu. Linear Polarization Characteristics for Terrain Identification at Millimeter Wave Band. Chinese Optics Letters, 2014, 12(10): 1012011-1012015.
13)Xuan Lu, Zelong Xiao, Jianzhong Xu, and Haiqiang Huo. 3D Millimeter Wave Image by Combined Active and Passive System. Progress In Electromagnetics Research L, 2014, 50: 7-12.
14)Lu Xuan, Wu Li, Xiao Zelong and Xu Jianzhong. Ranging Technique Based on Conically Scanned Single Pixel Millimeter Wave Radiometer. International Journal of Engineering Research in Africa, 2014, 12: 43–52.
15)Lu Xuan, Xiao Zelong, Wu Li, Xu Jianzhong. A Novel Estimation of MMW Sky Brightness Temperature Based on BP Neural Network. CSRSWTC 2011.
2)Xuan Lu, Jinhong Guo, Furong Peng, and Yu Dong. TDOA-MCM: A TDOA-based Multi-path Communication Mechanism for UWB Indoor Positioning. KSII Transactions on Internet and Information Systems, 2025, 19(1): 327-343.
3)Lu Xuan, Hao Yanhong, Peng Furong, Zhu Zheqing, and Cheng Zhanwen. ExpDrug: An explainable drug recommendation model based on space feature mapping. Neurocomputing, 2025, 619, 129021.
4)Peng Furong, Liao Fujin, Lu Xuan, Zheng Jianxing, and Li Ru. Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network. Information Systems, 2025, 130, 102513.
5)Dongheng Jia, Xuan Lu*, Yangyang Hao, and Zelong Xiao. A Light Residual CNN for Radar Gesture Recognition. APMC 2024.
6)Furong Peng, Kang Liu, Xuan Lu*, Yuhua Qian, Hongren Yan, and Chao Ma. TSC: A Simple Two-Sided Constraint against Over-Smoothing. SIGKDD 2024.
7)Furong Peng, Jiachen Luo, Xuan Lu*, Sheng Wang, and Feijiang Li. Cross-Domain Contrastive Learning for Time Series Clustering. AAAI 2024.
8)Xuan Lu, Shushu Linghu, Furong Peng, and Ting Zhang. A Miniaturized Ultra-wideband MIMO Antenna Design with Dual-band Notched Characteristics. Progress In Electromagnetics Research M, 2023, 115: 45-58.
9)Xuan Lu, Zelong Xiao, and Taiyang Hu. Nonlinear Distortion Correction for Single Pixel Conical Scanning Radiometric Imaging System at W-band. Progress In Electromagnetics Research Letters, 2019, 83, 65-70.
10)Furong Peng, Xuan Lu, Chao Ma, Yuhua Qian, Jianfeng Lu, and Jingyu Yang. Multi-level preference regression for cold-start recommendations. International Journal of Machine Learning and Cybernetics, 2018, 9(7): 1117-1130.
11)Lu Xuan, Peng Furong, Li Guanghui, Xiao Zelong, and Hu Taiyang. Object segmentation for linearly polarimetric passive millimeter wave images based on principal component analysis. Progress In Electromagnetics Research M, 2017, 61:169-176.
12)Xuan Lu, Zelong Xiao, and Jianzhong Xu. Linear Polarization Characteristics for Terrain Identification at Millimeter Wave Band. Chinese Optics Letters, 2014, 12(10): 1012011-1012015.
13)Xuan Lu, Zelong Xiao, Jianzhong Xu, and Haiqiang Huo. 3D Millimeter Wave Image by Combined Active and Passive System. Progress In Electromagnetics Research L, 2014, 50: 7-12.
14)Lu Xuan, Wu Li, Xiao Zelong and Xu Jianzhong. Ranging Technique Based on Conically Scanned Single Pixel Millimeter Wave Radiometer. International Journal of Engineering Research in Africa, 2014, 12: 43–52.
15)Lu Xuan, Xiao Zelong, Wu Li, Xu Jianzhong. A Novel Estimation of MMW Sky Brightness Temperature Based on BP Neural Network. CSRSWTC 2011.
获奖
1)2019指导全国本科生电子设计大赛，国家二等奖.
2)2024年指导第十一届“大唐杯”全国大学生新一代信息通信技术大赛，国家三等奖.
3)2017、2021、2023年指导全国本科生电子设计大赛，山西赛区二等奖.
2)2024年指导第十一届“大唐杯”全国大学生新一代信息通信技术大赛，国家三等奖.
3)2017、2021、2023年指导全国本科生电子设计大赛，山西赛区二等奖.
