教师简介
唐承佩，博士，研究员，硕导。于2002年至2007年在中山大学信息科学与技术学院硕博连读并获理学博士学位，随后留校中山大学工学院任专任教师。长期致力于基于数据与模型驱动的智慧感知、多模态感知等物联网与人工智能交叉领域的相关研究工作，提出“单模态感知-多模态训练-跨域精确识别”少样本跨域多模态融合学习框架，对通感一体化中的无线感知与定位的跨域问题提取了有效的解决方案，并取得具有一定影响力的学术成果。共发表论文30余篇；授权发明专利5项；以排名第一身份获得2017第七届吴文俊人工智能技术发明奖；曾参与丁肇中教授（诺奖获得者）领衔的太空粒子探测器（AMS-02）项目，并负责硅微条轨迹探测器热控系统的研制。
研究领域
物联网领域中的基于数据与模型驱动的智慧感知
人工智能领域中的基于知识蒸馏的多模态监督学习
物联网与人工智能交叉领域的基于大模型提示学习框架下的无线感知跨域研究
获奖及荣誉
2018 吴文俊人工智能技术发明奖（排名第一）
学术兼职
广东省基层医药学会医学影像人工智能专业委员会副主任委员；
中山大学教育部信息技术重点实验室 研究员;
担任以下期刊的审稿人:
–IEEE Internet of Things Journal
–IEEE Transactions on Intelligent Transportation Systems
–Applied Soft Computing Journal
科研项目
广东省前沿与关键技术创新专项资金一项；广东省应用型科技研发专项资金一项；广东省自然科学基金2项；教育部博士点基金一项；深圳市自然科学基金一项；中国建筑/南方电网等大型央企国企委托项目六项。
代表性论著
1. Yongsen Zheng; Pengxu Wei; Ziliang Chen; Chengpei Tang; Liang Lin; Routing User-Interest Markov Tree for Scalable Personalized Knowledge-Aware Recommendation, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023
2. Danyang Li; Jingao Xu; Zheng Yang; Chengpei Tang ;Train Once, Locate Anytime for Anyone: Adversarial Learning based Wireless Localization, ACM Transactions on Sensor Networks, 2024, 20(2)
3. Xie Zhang,Chengpei Tang*, Kang Yin,Qingqian Ni,WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks, IEEE Internet of Things Journal, 2022
4. Haifeng Lin,Chengpei Tang* C,Intelligent Bus Operation Optimization by Integrating Cases and Data Driven Based on Business Chain and Enhanced Quantum Genetic Algorithm, IEEE Transactions on Intelligent Transportation Systems,2022
5. Haifeng Lin,Chengpei Tang,Analysis and Optimization of Urban Public Transport Lines Based on Multiobjective Adaptive Particle Swarm Optimization, IEEE Transactions on Intelligent Transportation Systems, 2022
6. Difei Yi,Li Jun,Chengpei Tang*,Ziqi Lin,Yu Han,Rui Qiu ,Task Offloading in Wireless Powered Mobile Crowd Sensing: A Matching-Based Approach, Electronics, 11(15): 2377-2377.2022
7. Pengli Hu,Chengpei Tang* ,Kang Yin,Xie Zhang,WiGR: A Practical Wi-Fi-Based Gesture,Recognition System with a Lightweight Few-Shot Network, Applied Sciences, 3329(11),2021
8. Kang Yin, Chengpei Tang*, Xie Zhang, Hele Yao. Robust Human Activity Recognition System with Wi-Fi Using Handcraft Feature[C].2021 IEEE Symposium on Computers and Communications (ISCC). 2021
9. Junyan Li,Kang Yin,Chengpei Tang*. SlideAugment: A Simple Data Processing Method to Enhance Human Activity Recognition Accuracy Based on WiFi[J]. Sensors, 21(6): 2181,2021
10. Jihua Fu,Xu Wang,Zhitao Li,Jianjun Wang,Chengpei Tang*.Automatic Phase-Picking Method for Detecting Earthquakes Based on the Signal-to-Noise-Ratio Concept[J]. SEISMOLOGICAL RESEARCH LETTERS,91(1):334-342,2020.DOI：10.1785/0220190043,2020
11. Lihua Wu,Pengli Hu,Changhao Li,Luetao Li,Chengpei Tang*.A Novel Compact Microstrip UWB BPF with Quad Notched Bands Using Quad-Mode Stepped Impedance Resonator[J].Progress In Electromagnetics Research Letters,83:51-57. DOI：10.2528/PIERL18123002,2019
12. Lihua Wu,Shangqin Wang,Luetao Li,Chengpei Tang*.Compact Microstrip UWB Power Divider with Dual Notched Bands Using Dual-Mode Resonator.PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,75:39-45,DOI：10.2528/ PIERL18010942, 2018
13. Lihua Wu,Chengpei Tang*.A New Microstrip-to-Microstrip Vertical Transition Structure for Ultra-Wideband (UWB) Applications[J].PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,73:133-136, DOI10.2528/PIERL17120606, 2018
14. Chengpei Tang,Caijiang Lu.Strong,Hongli Gao,Guoqiang Fu, self-biased magnetoelectric charge coupling in transducer of SmFe2,Pb(Zr,Ti)O3 stack,and stepped horn substrate with multi-frequency effect,Applied Physics Letters,(10),DOI:10.1063/1.4990576,2017
15. Chengpei Tang,Caijiang Lu.Strong self-biased magnetoelectric charge coupling in a homogenous laminage stack for magenetic sensor.Journal of Alloys and Compounds.686:723-726,2016
16. Chengpei Tang*,Nian Yang.Design of Compact Microstrip UWB Bandpass Filter with Triple-Notched Bands[J].PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,58:9-16,DOI：10.2528/PIERL15072904,2016
17. Chengpei Tang*,Nian Yang.A Novel Compact UWB Antenna with Triple Notched Bands Using Square Ring Short Stub Loaded Resonator[J].PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,58:17-22,DOI：10.2528/PIERL15092103,2016
18. Xi Liu,Jian Cen,Yiju Zhan,Chengpei Tang.An efficient crowd-sourcing-based approach for fingerprint database updating[J].INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS.15(6):1-15,DOI：10.1177/1550147719858512,2019
19. Xi Liu,Jian Cen,Yiju Zhan,Chengpei Tang.An Adaptive Fingerprint Database Updating Method for Room Localization[J].IEEE Access,7:42626-42638,DOI：10.1109/ACCESS.2019.2908000,2019
20. Chengpei Tang*,Nian Yan.Virtual grid margin optimization and energy balancing scheme for mobile sinks in wireless sensor networks[J].MULTIMEDIA TOOLS AND APPLICATIONS , 76(16): 16929-16948,DOI：10.1007/s11042-016-3596-7,2017
21. Chengpei Tang*,Nian Yang.CoDA: Collaborative Data Aggregation in Emerging Sensor Networks Using Bio-Level Voronoi Diagrams[J].SENSORS,16(8):12-35,DOI：10.3390/s16081235,2016
22. Chengpei Tang*,Sanesy Kumcr,George Modhawar,Qiang Wang.An Effective Collaborative Mobile Weighted Clustering Schemes for Energy Balancing in Wireless Sensor Networks[J].SENSORS,16(2):261-276,DOI：10.3390/s16020261,2016
23. Chengpei Tang*,Nian Yang.A monitoring and control system of agricultural environmental data based on the internet of things[J].Journal of Computational and Theoretical Nanoscience,13(7):4694-4698,DOI：10.1166/jctn.2016.5338,2016
24. Zhonghua Li,Jianming Li, Chunhui He, Chengpei Tang∗(通信作者), Jieying Zhou，RFID reader-to-reader collision avoidance model withmultiple-density tag distribution solved by artificialimmune network optimization. Applied Soft Computing,30：249–264,2015
25. Zhonghua Li,Jianming Li, Shanjin Wang, Chengpei Tang∗(通信作者), Ming Hua. Comparative performance analysis of various artificial immune networks applied to RFID reader-to-reader collision avoidance. Applied Soft Computing,32：553–567,2015
26. Chengpei Tang*.Comprehensive Energy Efficient Algorithm for WSN[J].INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL,9(2):209-216,DOI：10.15837/ijccc.2014.2.1017,2014
27. Chengpei Tang*,Riqi Liu,Jiangqun Ni.A Novel Wireless Sensor Network Localization Approach: Localization based on Plant Growth Simulation Algorithm[J].ELEKTRONIKA IR ELEKTROTECHNIKA , 19(8):97-100,DOI：10.5755/j01.eee.19.8.5326,2013
28. Chengpei Tang*,Jiao Yin,Yu Dong.A balancing algorithm in wireless sensor network based on the assistance of approaching nodes[J].Sensors and Transducers,150(3):72-78,2013.
29. M.Aguilar,D.Aisa,B.Alpat,A.Alvino, … Chengpei Tang, Samuel C. C. Ting（丁肇中教授）et al. Precision Measurement of the Proton Flux in Primary Cosmic Rays from Rigidity 1 GV to 1.8 TV with the Alpha Magnetic Spectrometer on the International Space Station. Physical Review Letters ,114(17),2015 (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
30. M.Aguilar,D.Aisa,A.Alvino… Chengpei Tang, Samuel C. C. Ting（丁肇中教授）et al. “Electron and Positron Fluxes in Primary Cosmic Rays Measured with the Alpha Magnetic Spectrometer on the International Space Station.” Physical Review Letters ,113(12),2014. (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
31. L.accardo,M.aguilar,D.Aisa,B.Alpat, …Chengpei Tang, Samuel C. C. Ting（丁肇中教授）et al. “High Statistics Measurement of the Positron Fraction in Primary Cosmic Rays of 0.5–500 GeV with the Alpha Magnetic Spectrometer on the International Space Station.”Physical Review Letters ,113(12),2014 (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
32. Alberti,B. Alpat,A. Alvino…, Chengpei Tang Samuel C. C. Ting（丁肇中教授）et al. First Result from the Alpha Magnetic Spectrometer on the International Space Station:Precision Measurement of the Positron Fraction in Primary Cosmic Rays of 0.5–350 GeV. Physical Review Letters,110(14),2013 (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
教师简介
唐承佩，博士，研究员，硕导。于2002年至2007年在中山大学信息科学与技术学院硕博连读并获理学博士学位，随后留校中山大学工学院任专任教师。长期致力于基于数据与模型驱动的智慧感知、多模态感知等物联网与人工智能交叉领域的相关研究工作，提出“单模态感知-多模态训练-跨域精确识别”少样本跨域多模态融合学习框架，对通感一体化中的无线感知与定位的跨域问题提取了有效的解决方案，并取得具有一定影响力的学术成果。共发表论文30余篇；授权发明专利5项；以排名第一身份获得2017第七届吴文俊人工智能技术发明奖；曾参与丁肇中教授（诺奖获得者）领衔的太空粒子探测器（AMS-02）项目，并负责硅微条轨迹探测器热控系统的研制。
研究领域
物联网领域中的基于数据与模型驱动的智慧感知
人工智能领域中的基于知识蒸馏的多模态监督学习
物联网与人工智能交叉领域的基于大模型提示学习框架下的无线感知跨域研究
获奖及荣誉
2018 吴文俊人工智能技术发明奖（排名第一）
学术兼职
广东省基层医药学会医学影像人工智能专业委员会副主任委员；
中山大学教育部信息技术重点实验室 研究员;
担任以下期刊的审稿人:
–IEEE Internet of Things Journal
–IEEE Transactions on Intelligent Transportation Systems
–Applied Soft Computing Journal
科研项目
广东省前沿与关键技术创新专项资金一项；广东省应用型科技研发专项资金一项；广东省自然科学基金2项；教育部博士点基金一项；深圳市自然科学基金一项；中国建筑/南方电网等大型央企国企委托项目六项。
代表性论著
1. Yongsen Zheng; Pengxu Wei; Ziliang Chen; Chengpei Tang; Liang Lin; Routing User-Interest Markov Tree for Scalable Personalized Knowledge-Aware Recommendation, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023
2. Danyang Li; Jingao Xu; Zheng Yang; Chengpei Tang ;Train Once, Locate Anytime for Anyone: Adversarial Learning based Wireless Localization, ACM Transactions on Sensor Networks, 2024, 20(2)
3. Xie Zhang,Chengpei Tang*, Kang Yin,Qingqian Ni,WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks, IEEE Internet of Things Journal, 2022
4. Haifeng Lin,Chengpei Tang* C,Intelligent Bus Operation Optimization by Integrating Cases and Data Driven Based on Business Chain and Enhanced Quantum Genetic Algorithm, IEEE Transactions on Intelligent Transportation Systems,2022
5. Haifeng Lin,Chengpei Tang,Analysis and Optimization of Urban Public Transport Lines Based on Multiobjective Adaptive Particle Swarm Optimization, IEEE Transactions on Intelligent Transportation Systems, 2022
6. Difei Yi,Li Jun,Chengpei Tang*,Ziqi Lin,Yu Han,Rui Qiu ,Task Offloading in Wireless Powered Mobile Crowd Sensing: A Matching-Based Approach, Electronics, 11(15): 2377-2377.2022
7. Pengli Hu,Chengpei Tang* ,Kang Yin,Xie Zhang,WiGR: A Practical Wi-Fi-Based Gesture,Recognition System with a Lightweight Few-Shot Network, Applied Sciences, 3329(11),2021
8. Kang Yin, Chengpei Tang*, Xie Zhang, Hele Yao. Robust Human Activity Recognition System with Wi-Fi Using Handcraft Feature[C].2021 IEEE Symposium on Computers and Communications (ISCC). 2021
9. Junyan Li,Kang Yin,Chengpei Tang*. SlideAugment: A Simple Data Processing Method to Enhance Human Activity Recognition Accuracy Based on WiFi[J]. Sensors, 21(6): 2181,2021
10. Jihua Fu,Xu Wang,Zhitao Li,Jianjun Wang,Chengpei Tang*.Automatic Phase-Picking Method for Detecting Earthquakes Based on the Signal-to-Noise-Ratio Concept[J]. SEISMOLOGICAL RESEARCH LETTERS,91(1):334-342,2020.DOI：10.1785/0220190043,2020
11. Lihua Wu,Pengli Hu,Changhao Li,Luetao Li,Chengpei Tang*.A Novel Compact Microstrip UWB BPF with Quad Notched Bands Using Quad-Mode Stepped Impedance Resonator[J].Progress In Electromagnetics Research Letters,83:51-57. DOI：10.2528/PIERL18123002,2019
12. Lihua Wu,Shangqin Wang,Luetao Li,Chengpei Tang*.Compact Microstrip UWB Power Divider with Dual Notched Bands Using Dual-Mode Resonator.PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,75:39-45,DOI：10.2528/ PIERL18010942, 2018
13. Lihua Wu,Chengpei Tang*.A New Microstrip-to-Microstrip Vertical Transition Structure for Ultra-Wideband (UWB) Applications[J].PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,73:133-136, DOI10.2528/PIERL17120606, 2018
14. Chengpei Tang,Caijiang Lu.Strong,Hongli Gao,Guoqiang Fu, self-biased magnetoelectric charge coupling in transducer of SmFe2,Pb(Zr,Ti)O3 stack,and stepped horn substrate with multi-frequency effect,Applied Physics Letters,(10),DOI:10.1063/1.4990576,2017
15. Chengpei Tang,Caijiang Lu.Strong self-biased magnetoelectric charge coupling in a homogenous laminage stack for magenetic sensor.Journal of Alloys and Compounds.686:723-726,2016
16. Chengpei Tang*,Nian Yang.Design of Compact Microstrip UWB Bandpass Filter with Triple-Notched Bands[J].PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,58:9-16,DOI：10.2528/PIERL15072904,2016
17. Chengpei Tang*,Nian Yang.A Novel Compact UWB Antenna with Triple Notched Bands Using Square Ring Short Stub Loaded Resonator[J].PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS,58:17-22,DOI：10.2528/PIERL15092103,2016
18. Xi Liu,Jian Cen,Yiju Zhan,Chengpei Tang.An efficient crowd-sourcing-based approach for fingerprint database updating[J].INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS.15(6):1-15,DOI：10.1177/1550147719858512,2019
19. Xi Liu,Jian Cen,Yiju Zhan,Chengpei Tang.An Adaptive Fingerprint Database Updating Method for Room Localization[J].IEEE Access,7:42626-42638,DOI：10.1109/ACCESS.2019.2908000,2019
20. Chengpei Tang*,Nian Yan.Virtual grid margin optimization and energy balancing scheme for mobile sinks in wireless sensor networks[J].MULTIMEDIA TOOLS AND APPLICATIONS , 76(16): 16929-16948,DOI：10.1007/s11042-016-3596-7,2017
21. Chengpei Tang*,Nian Yang.CoDA: Collaborative Data Aggregation in Emerging Sensor Networks Using Bio-Level Voronoi Diagrams[J].SENSORS,16(8):12-35,DOI：10.3390/s16081235,2016
22. Chengpei Tang*,Sanesy Kumcr,George Modhawar,Qiang Wang.An Effective Collaborative Mobile Weighted Clustering Schemes for Energy Balancing in Wireless Sensor Networks[J].SENSORS,16(2):261-276,DOI：10.3390/s16020261,2016
23. Chengpei Tang*,Nian Yang.A monitoring and control system of agricultural environmental data based on the internet of things[J].Journal of Computational and Theoretical Nanoscience,13(7):4694-4698,DOI：10.1166/jctn.2016.5338,2016
24. Zhonghua Li,Jianming Li, Chunhui He, Chengpei Tang∗(通信作者), Jieying Zhou，RFID reader-to-reader collision avoidance model withmultiple-density tag distribution solved by artificialimmune network optimization. Applied Soft Computing,30：249–264,2015
25. Zhonghua Li,Jianming Li, Shanjin Wang, Chengpei Tang∗(通信作者), Ming Hua. Comparative performance analysis of various artificial immune networks applied to RFID reader-to-reader collision avoidance. Applied Soft Computing,32：553–567,2015
26. Chengpei Tang*.Comprehensive Energy Efficient Algorithm for WSN[J].INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL,9(2):209-216,DOI：10.15837/ijccc.2014.2.1017,2014
27. Chengpei Tang*,Riqi Liu,Jiangqun Ni.A Novel Wireless Sensor Network Localization Approach: Localization based on Plant Growth Simulation Algorithm[J].ELEKTRONIKA IR ELEKTROTECHNIKA , 19(8):97-100,DOI：10.5755/j01.eee.19.8.5326,2013
28. Chengpei Tang*,Jiao Yin,Yu Dong.A balancing algorithm in wireless sensor network based on the assistance of approaching nodes[J].Sensors and Transducers,150(3):72-78,2013.
29. M.Aguilar,D.Aisa,B.Alpat,A.Alvino, … Chengpei Tang, Samuel C. C. Ting（丁肇中教授）et al. Precision Measurement of the Proton Flux in Primary Cosmic Rays from Rigidity 1 GV to 1.8 TV with the Alpha Magnetic Spectrometer on the International Space Station. Physical Review Letters ,114(17),2015 (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
30. M.Aguilar,D.Aisa,A.Alvino… Chengpei Tang, Samuel C. C. Ting（丁肇中教授）et al. “Electron and Positron Fluxes in Primary Cosmic Rays Measured with the Alpha Magnetic Spectrometer on the International Space Station.” Physical Review Letters ,113(12),2014. (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
31. L.accardo,M.aguilar,D.Aisa,B.Alpat, …Chengpei Tang, Samuel C. C. Ting（丁肇中教授）et al. “High Statistics Measurement of the Positron Fraction in Primary Cosmic Rays of 0.5–500 GeV with the Alpha Magnetic Spectrometer on the International Space Station.”Physical Review Letters ,113(12),2014 (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
32. Alberti,B. Alpat,A. Alvino…, Chengpei Tang Samuel C. C. Ting（丁肇中教授）et al. First Result from the Alpha Magnetic Spectrometer on the International Space Station:Precision Measurement of the Positron Fraction in Primary Cosmic Rays of 0.5–350 GeV. Physical Review Letters,110(14),2013 (参与AMS国际合作项目，团队合作发表论文，按姓氏首字母排序)
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