Professor

College of Telecommunications and Information Engineering

Nanjing University of Posts and Telecommunications

E-mail: guiguan AT njupt.edu.cn 

Google Scholar Profile

University Page

IEEE Xplore

Baidu Baike

YouTube (Current Research)

GitHub (Reproducible Code)

ScholarGPS

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

IEEE Transactions on Cognitive Communications and Networking

IEEE Transactions on Information Forensics and Security

IEEE Transactions on Wireless Communications

IEEE Transactions on Vehicular Technology

IEEE Internet of Things Journal

IEEE Author Portal

Prof. Aohan Li, The University of Electro-Communications, Japan

Prof. Bamidele Adebisi, Manchester Metropolitan University, UK

Prof.  Chau Yuen, Nanyang Technological University, Singapore

Prof. Fumiyuki Adachi, Tohoku University, Japan

Prof. Francesca Meneghello, University of Padova, Italy

Prof. Hikmet Sari, NJUPT, China

Prof. Haris Gačanin, RWTH Aachen University, Germany

Prof. Hsiao-Chun Wu, Louisiana State University, USA

Prof. Marco Di Renzo, CentraleSupelec, Paris-Saclay University, France

Prof. Tomoaki Ohtsuki, Keio University, Japan

Prof. Nei Kato, Tohoku University, Japan

Prof. Ning Zhang, University of Windsor, Canada

Prof. Octavia A. Dobre, Memorial University

Prof. Osamu Takyu, Shinshu University, Japan

Prof. Shiwen Mao, Auburn University, USA

Prof. Xuemin (Sherman) Shen, Waterloo University, Canada

Prof. Yun Lin, Harbin Engineering University

Prof. Qi Xuan, Zhejiang University of Technology

Prof. Qianyun Zhang, Beihang University

• Construction and Application of Electromagnetic Large Models

• Electromagnetic Large Models and Their Command and Control

• Deep Learning/Transfer Learning/Federated Learning

• Intelligent Signal Processing/Recognition/Sensing 

• Edge Computing and the Internet of Things

• Physical/Network Security

• Industrial Internet of Things

• Professor, Nanjing University of Posts and Telecommunications, China

• Guest Professor (Global), Keio University, Japan

• Assistant Professor, Akita Prefectural University, Japan

• Postdoc, Tohoku University, Japan

• Ph.D., University of Electronic Science and Technology of China, China

•  Joint Ph.D., Tohoku University, Japan

• B.E., Yangtze University, China

 • IEEE Fellow (2024),  Fellow of the Institute of Electrical and Electronics Engineers (IEEE), for contributions to intelligent signal analysis and wireless resource optimization 

• Best Paper Award of 2024 4th International Conference on Artificial Intelligence, Virtual Reality and Visualization (AIVRV 2024). Paper title: DyFormer: A CNN-Transformer Network Combining Local and Global Attention for Optical Remote Sensing Object Detection, Authors: Youxiang Huang, Qin Wang, Donglai Jiao, Shufei Wang, Yu Wang, Zhiyi Lu, Tomoaki Ohtsuki, and Guan Gui.

• AAIA Fellow (2024),  Fellow of the Asia-Pacific Artificial Intelligence Association (AAIA) 

• ACIS Fellow (2024), Fellow of the Asia Computational Intelligence Society (ACIS)

• IET Fellow (2023), Fellow of the Institution of Engineering and Technology (IET), UK, 2023

 • Global Highly Cited Researcher 2023 (by Clarivate) 

• Best Paper Award of International Conference on Ubiquitous Communication (UCOM 2023), Xi'An, July 7-9, 2023, China. Paper title: Resource Allocation for NOMA-Assisted A2G Communication-Caching-Charging (3C) Integrated Network (The first author is PhD student: Yue Yin)

• Global Highly Cited Researcher 2022 (by Clarivate) 

• IEEE Vehicular Technology Society (VTS) Distinguished Lecturer (2022-2024)

• Guest Professor (Global), Keio University, Japan (April 2022-March 2023, August 2018-March 2019)

•  Excellent Scientific and Technological Worker of China Electronics Society, 2022

• Best Paper Award of Ninth International Conference on Dependable Systems and Their Applications (DSA 2022). Paper title: Self-Evolving Malware Detection for Cyber Security Using Network Traffic and Incremental Learning

• One of the World's Top 100000 Scientists 2022 (Rank: 43323)

• IEEE Communications Society Heinrich Hertz Award 2021

• Highly Cited Chinese Researchers by Elsevier,  2021

• Global Highly Cited Researcher 2021 (by Clarivate)

• One of the World's Top 100000 Scientists 2021 (Rank: 44195)

• Third prize of Jiangsu Provincial Science and Technology Award, 2021

• Top 2% Scientists of the World by Stanford University 2020

• Highly Cited Chinese Researchers by Elsevier, 2020

• Outstanding Journal Service Award of KSII Transactions on Internet and Information Systems, 2020

• Best Paper Award of 13th EAI International Conference on Mobile Multimedia Communications (MOBIMEDIA 2020)

• Top Editor Award of IEEE Transactions on Vehicular Technology, 2019

• Best Student Paper IEEE 2nd International Conference on Electronic Information and Communication Technology (ICEICT 2019).

• Best Paper Award of 2019 International Conference in Communications, Signal Processing, and Systems (CSPS 2019)

• Best Paper Award of 3rd EAI International Conference on Advanced Hybrid Information Processing (ADHIP 2019)

• IEEE ComSoc Member and Global Activities Contributions Award, 2018

• JSPS International Fellowships for Research in Japan, 2018

• Jiangsu Six Top Talent, 2018

• Nanjing Youth Award, 2018

• Best Paper Award of the 2018 International Conference on Computing, Networking and Communications (ICNC 2018)

• Best Paper Award of the 2018 International Conference in Communications, Signal Processing, and Systems (CSPS 2018)

• Best Paper Award of 2nd EAI International Conference on Advanced Hybrid Information Processing (ADHIP 2018)

• Exemplary Reviewer Award of IEEE Communications Letters, 2017

• Jiangsu Specially-Appointed Professor, 2016

• Best Paper Award of 2017 IEEE International Conference on Communications (IEEE ICC 2017)

• IEEE Senior Member, 2017

• Best Paper Award of 2014 IEEE International Conference on Communications (IEEE ICC 2014)

• Best Student Paper Award of IEEE 79th Vehicular Technology Conference (IEEE VTC 2014-Spring)

• JSPS Postdoctoral Fellowship for Foreign Researchers, 2012

Membership:

• IEEE Member (90313346)

• IEICE Member (1031082)

• Chinese Institute of Command and Control (CICC), Senior Member  (E711005684S)

• Fellow of the Institution of Engineering and Technology (IET) (1101102758)

• Fellow of the AAIA Fellow

• Fellow of the ACIS Fellow

•  IEEE VTS Ad Hoc Committee Member in AI Wireless

•  CIC Member (E212505510M) 中国通信学会会员

•  CIE Senior Member (E190018751S) 中国电子学会会员

•  Chinese Association for Artificial Intelligence (CAAI) 中国人工智能学会 (E661037305M)

•  Committee Member of Communications Society, CIE

•   Member of UTS's Broad Community

Associate Editors:

• Special Issue of  Multimedia Tools and Applications, "6G-Empowered Ambient Intelligence for Smart Cities," submission deadline: March 31, 2025.

• Special Issue of IEEE JSTARS, "Intelligent Sensing and Recognition Technologies for Remote Sensing," submission deadline: April 30, 2024.

• Special Issue of Radioengineering Journal, "AI-Driven secure communication in massive IoT for 5G and beyond," submission deadline: April 30, 2024.

• Special Issue of Future Internet, "Key Intelligent Technologies for Wireless Communications and Internet of Things," submission deadline: September 30, 2023.

• Special Issue of Journal on Communication, Special Issue "面向泛在物联的普适感知与智能识别关键技术," May 30, 2023.

• Associate Editor, IEEE Internet of Things Journal [2024- ]

• Associate Editor, 电波科学学报 (Chinese Journal of Radio Science) [2024- ]

• Associate Editor, 南通大学学报(自然科学版) Journal of Nantong University(Natural Science Edition)  [2024- ]

• Associate Editor, IEEE Transactions on Vehicular Technology [2017-2020]

• Associate Editor, Future Internet, [2022- ]

• Associate Editor, Journal of Autonomous Intelligence, [2022- ]

• Aera Editor, KSII Transactions on Internet and Information System [2017- ]

• Aera Editor, EAI Endorsed Transactions on Mobile Communications and Applications [2022- ]

• Associate Editor, IEEE Access [2018-2020]

• Associate Editor, Journal of Circuits Systems and Computers [2020- ]

• Associate Editor, IEICE Transactions on Communications [2020- ]

• Associate Editor, Journal on Communications《通信学报》 [2019- ]

• Associate Editor, IEICE Communications Express [2019- ]

• Aera Editor, Physical Communication [2019- ] 

• Associate Editor, Wireless Networks [2019- ]

• Associate Editor, Mobile Communications《移动通信》[2022- ]

• Associate Editor, Journal of Computer Networks and Communications [2022- ]

• Guest Editor, Drones, Special Issue "UAVs Communications for 6G", [--Nov. 30, 2022]

• Guest Editor, Symmetry, Special Issue "Research and Applications of Symmetric Sensor Networks" [--Mar. 31, 2023]

• Guest Editor, APSIPA Trans. on Signal and Information Processing on "Learning, Security, AIoT for Emerging Communication/Networking Systems" [April 1-July 31, 2022]

Journal Reviewers:

• IEEE Communications Surveys and Tutorials

• IEEE Journal on Selected Areas in Communications

• IEEE Journal of Selected Topics in Signal Processing

• IEEE Journal of Selected Topics in Information Theory

• IEEE Journal of Radio Frequency Identification

• IEEE Journal on Emerging and Selected Topics in Circuits and Systems

• IEEE Transactions on Wireless Communications

• IEEE Transactions on Communications

• IEEE Transactions on Signal Processing

• IEEE Transactions on Vehicular Technology

• IEEE Transactions on Big Data

• IEEE Transactions on Artificial Intelligence

• IEEE Transactions on Pattern Analysis and Machine Intelligence 

• IEEE Transactions on Reliability

• IEEE Transactions on Computer

• IEEE Transactions on Circuits and Systems for Video Technology

• IEEE Transactions on Pattern Analysis and Machine Intelligence

• IEEE Transactions on Information Forensics and Security

• IEEE Transactions on Industrial Electronics

• IEEE Transactions on Industrial Informatics

• IEEE Transactions on Emerging Topics in Computing 

• IEEE Transactions on Emerging Topics in Computational Intelligence

• IEEE Transactions on Systems Man Cybernetics-Systems

• IEEE Transactions on Neural Networks and Learning Systems

• IEEE Wireless Communications Letters

• IEEE Communications Letters

• IEEE Signal Processing Letters

• IEEE Wireless Communications Magazine

• IEEE Communications Magazine

• IEEE Vehicular Technology Magazine

• IEEE Signal Processing Magazine

• IEEE Computational Intelligence Magazine

• IEEE Internet of Things Journal

• IEEE Transactions on Industrial Cyber-Physical Systems

• IEEE Open Journal of the Industrial Electronics Society

• ACM Transactions on Software Engineering and Methodology

Conference Organization:

• TPC Chair, 4th International Symposium on Computer Applications and Information Technology (ISCAIT 2025), March 21-23, 2025, Xi'An, China.

• Workshop Co-Chair, IEEE International Mediterranean Conference on Communications and Networking (IEEE MEDITCOM 2025), 7–10 July 2025, Nice, France.

• General Co-Chair, EAI MOBIMEDIA 2024, September 27-29, 2024, Hangzhou, Zhejiang, China.

• Track Chair, IEEE VTC2025-Spring, IEEE 101st Vehicular Technology Conference (VTC2025-Spring)

• General Co-Chairs, 2024 4th International Conference on Artificial Intelligence, Virtual Reality and Visualization, November 1-3, 2024, Nanjing, China

• General Co-Chairs, The 2nd International Conference on Intelligent Communication and Networking (ICN2024), November 15-17, 2024, Changzhou, China

• TPC Chair,  International Conference on Internet of Things and Machine Learning (IoTML 2024), August 9-11, 2024, Nanchang, China.

• TPC Chair, International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2024), Yichang, China on April 26-28, 2024

• General Co-Chairs, 2024 International Conference on Generative Artificial Intelligence and Information Security, Guangzhou, China, March 29-31, 2024.

• Excetutive Chair, IEEE 23rd International Conference on Communication Technology (ICCT), October 20-22, 2023, Wuxi, China.

• Workshop Chair, MeditCom 2023, IEEE International Mediterranean Conference on Communications and Networking, 4-7 September 2023, Dubrovnik, Croatia

• Workshop Chair, DSA 2023, International Conferences on Dependable Systems and Their Applications, Tokyo, Japan

• Symposium Chair, ICCC 2023, IEEE/CIC International Conference on Communications in China, Dalian, China

• TPC Chair, PRAI 2022, International Conference on Pattern Recognition and Artificial Intelligence, Chengdu, China

• Special Session Chair, Distributed Artificial Intelligence for Cross-domain System, PAAP 2022, International Symposium on Parallel Architectures, Algorithms and Programming

• Program Chair, SRR 2022, IEEE International Workshop on Security, Reliability, and Resilience in Wireless Sensor Networks and Smart Grid

•  Track Chair, IEEE VTC 2022-Fall, IEEE 96th Vehicular Technology Conference

• TPC Chair, ICGIP 2022, 14th International Conference on Graphics and Image Processing, Nanjing, China

• Track Chair,  Joint EuCNC & 6G Summit 2022

• Executive Chair, IEEE VTC 2021-Fall, IEEE 94th Vehicular Technology Conference

•  Vice-Chair, WCNC 2021, IEEE Wireless Communications and Networking Conference

• TPC Chair, PHM 2021, Prognostics and System Health Management Conference

• Program Chair, SRR 2021, IEEE International Workshop on SRR

• Symposium Chair, WCSP 2021, International Conference on Wireless Communications and Signal Processing

• General Co-Chair, Mobimedia 2020, EAI International Conference on Mobile Multimedia Communications

• TPC Chair, WiMob 2020, Wireless and Mobile Computing, Networking And Communications

• Track Chair, EuCNC 2021, European Conference on Networks and Communications

• Track Chair, IEEE VTC 2020 Spring, IEEE 91st Vehicular Technology Conference (VTC2020 Spring)

• Track Chair, ISNCC 2020,  International Symposium on Networks, Computers and Communications

• Track Chair, ICCC 2020, IEEE/CIC International Conference on Communications

• Award Chair, PIMRC 2019, 30th International Symposium on Personal, Indoor and Mobile Radio Communications

Conference TPC Members:

• GLOBECOM 2022, 2021, 2020, 2019, 2018, 2017

•  INFOCOM 2023 MobiSec: Security, Privacy, and Digital Forensics of Mobile Systems and Networks

• VTC2022-Spring, VTC2021-Fall, VTC2021-Spring, VTC2020-Fall

• SmartGridComm 2022

• WiMob 2023, 2022, 2021, 2020

• ICCC 2021, 2020, 2019, 2018, 2017

• ICC 2022, 2021, 2020, 2019, 2018

• SAM 2022, 2021, 2019

• PIMRC 2022, 2021, 2020, 2019, 2018

• WCSP 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012

• WTS 2019, 2018, 2017, 2016, 2015

Keynote Speaker/Invited Talk/Tutorials:

• FICMSS 2025 Keynote Speaker, Title: Intelligent Signal Recognition and Spectrum Management Towards Physical-Layer Security, The 2nd International Conference on the Frontiers of Intelligent Control Measurement and Signal Systems (FICMSS), January 10-13, 2025, in Nanjing, China.

• ICCBD+AI 2024 Keynote Speaker,  International Conference on Computer, Big Data and Artificial Intelligence, Nov 01-03, 2024, in Jingdezhen, China

• SPCS 2024 Keynote Speaker, Title: Intelligent Signal Sensing and Recognition Towards Physical Security, 5th International Conference on Signal Processing and Computer Science (SPCS 2024) August 23-25, 2024, in Harbin, China.

• GAIIS 2024 Keynote Speaker, Title: Intelligent Signal Sensing and Recognition Towards Physical Security, International Conference on Generative Artificial Intelligence and Information Security（GAIIS 2024), Guangzhou, China, March 29-32, 2024.

• ICCBD+AI 2024 Keynote Speaker, Title: Intelligent Signal Sensing and Recognition Techniques Towards 6G Physical Layer Security, International Conference on Computer, Big Data and Artificial Intelligence, Jingdezhen, China, Nov. 01-03, 2024.

• ICECIS 2024 Keynote Speaker, Title: Ubiquitous Sensing and Intelligent Identification for 6G Wireless Communications, The International Conference on  Electronics, Communications and Intelligent Science (ICECIS), May 24-27th, 2024, Changsha, China 

• NGDN 2024 Keynote Speaker, Title:  Physical-Layer Intelligent Signal Sensing and Recognition Techniques, Sixth International Conference on Next Generation Data-driven Networks (NGDN 2024), Shenyang, China, April 26-28, 2024.

• ICTC 2024 Keynote Speaker,  Title: Intelligent Signal Sensing and Recognition Techniques Towards 6G, 2024 5th Information Communication Technologies Conference (ICTC 2024), Nanjing, China, May 10-12, 2024.

• SPCS 2024 Keynote Speaker, 2024 5th International Conference on Signal Processing and Computer Science (SPCS 2024), Kaifeng, China, August 23-25, 2024.

• PRAI 2023 Invited Talk, Title: Deep Learning Aided Intelligent Sensing and Identification

• APCC 2023 Tutorial, Title: Deep Learning Aided Intelligent Sensing and Identification for 6G

• APCC 2022 Tutorial, Title: Deep Learning Aided Intelligent Sensing and Identification for Secure Wireless Communications

• MITA 2021 Tutorial, Title: Deep Learning for Intelligent Sensing and Identification

Google Scholar Profile

[1] G. Gui, M. Liu, F. Tang, N. Kato, and F. Adachi, "6G: Opening new horizons for integration of comfort, security and intelligence,” IEEE Wireless Communications Magazine, vol. 27, no. 5, pp. 126–132, Oct. 2020. 

[2] G. Gui, F. Liu, J. Sun, J. Yang, Z. Zhou, and D. Zhao, "Flight delay prediction based on aviation big data and machine learning," IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 140–150, Jan. 2020. 

[3] G. Gui, Z. Zhou, J. Wang, F. Liu, and J. Sun, "Machine learning aided air traffic flow analysis based on aviation big data," IEEE Transactions on Vehicular Technology, vol. 69, no. 5, pp. 4817–4826, May 2020. 

[4] G. Gui, H. Sari, and E. Biglieri, "A new definition of fairness for nonorthogonal multiple access,"  IEEE Communications Letters, vol. 23, no. 7, pp. 1267–1271, May 2019. (2021 IEEE Communications Society Heinrich Hertz Award)

[5] G. Gui, H. Huang, Y. Song, and H. Sari, “Deep learning for an effective nonorthogonal multiple access scheme,” IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp. 8440–8450, Sept. 2018. 

[6] G. Gui, Y. Wang, H. Huang, “Deep learning based physical layer wireless communication techniques: opportunities and challenges,” Journal on Communications, vol. 40, no. 2, pp. 19–23, Feb. 2019. 

[7] J. Sun, F. Liu, Y. Zhou, G. Gui, T. Ohtsuki, S. Guo, and F. Adachi, “Surveillance plane aided air-ground integrated vehicular networks: Architectures, applications, and potential,” IEEE Wireless Communications Magazine, vol. 27, no. 6, pp. 122–128, Dec. 2020.

[8] F. Tang, B. Mao, N. Kato, and G. Gui, "Comprehensive survey on machine learning in vehicular network: technology, applications and challenges," IEEE Communications Survey and Tutorials, vol. 23, no. 3, pp. 2027–2057, thirdquarter, 2021.

[9] J. Wang, M. Liu, J. Sun, G. Gui, H. Gacanin, H. Sari and F. Adachi, "Multiple unmanned aerial vehicles deployment and user pairing for non-orthogonal multiple access schemes," IEEE Internet of Things Journal, vol. 8, no. 3, pp. 1883–1895, Mar. 2021.

[10] J. Wang, G. Gui, T. Ohtsuki, B. Adebisi, H. Gacanin, and H. Sari, "Compressive sampled CSI feedback method based on deep learning for FDD massive MIMO systems," IEEE Transactions on Communications, vol. 69, no. 9, pp. 5873–5885, Sept. 2021.

[11] Y. Zhang, J. Wang, J. Sun, B. Adebisi, H. Gacanin, G. Gui, and F. Adachi, "CV-3DCNN: Complex-valued deep learning for CSI prediction in FDD massive MIMO systems," IEEE Wireless Communications Letters, vol. 10, no. 2, pp. 266–270, Feb. 2021.

[12] Y. Zhang, J. Sun, G. Gui,  H. Gacanin, and H. Sari, "A generalized channel dataset generator for 5G new radio systems based on raytracing," IEEE Wireless Communications Letters, vol. 10, no. 11, pp. 2402-2406, Nov. 2021. (Code at GitHub  Code at IEEE Dataport)

[13] Y. Xu, G. Gui, H. Gacanin, and F. Adachi, "A survey on resource allocation for 5G heterogeneous networks: Current research, future trends and challenges," IEEE Communications Survey and Tutorials, vol. 23, no. 2, pp. 668–695, Secondquarter 2021. （ESI高被引、热点论文）

[14] M. Wei, S. Sezginer, G. Gui, H. Sari, “Bridging spatial modulation with spatial multiplexing: Frequency-domain ESM,” IEEE Journal of Selected Topics in Signal Processing, vol. 13, no. 6, pp. 1326–1335, Oct. 2019.

[15] X. Sun, S. Ma, Y. Li, D. Wang, Z. Li, N. Wang and G. Gui, “Enhanced echo-state restricted Boltzmann machines for network traffic prediction,” IEEE Internet of Things Journal, vol. 7, no. 2, pp. 1287–1297, Feb. 2020. 

[16] X. Sun, Y. Li, N. Wang, Z. Li, M. Liu, and G. Gui, “Towards self-adaptive selection of kernel functions for support vector regression in IoT based marine data prediction,” IEEE Internet of Things Journal, vol. 7, no. 10, pp. 9943–9952, Oct. 2020. 

[17] H. Huang, Y. Peng, J. Yang, W. Xia, and G. Gui, “Fast beamforming design via deep learning,” IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 1065–1069, Jan. 2020. 

[18] Y. Wang, G. Gui, H. Gacanin, T. Ohtsuki, H. Sari, and F. Adachi, “Transfer learning for semi-supervised automatic modulation classification in ZF-MIMO systems,” IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 10, no. 2, pp. 231–239, June 2020.

[19] Y. Wang, J. Yang, M. Liu, and G. Gui, “LightAMC: Lightweight automatic modulation classification using deep learning and compressive sensing,” IEEE Transactions on Vehicular Technology, vol. 69, no. 3, pp. 3491–3495, Mar. 2020.

[20] Y. Wang, G. Gui, H. Gacanin, T. Ohtsuki, O. A. Dobre, and H. V. Poor, "An efficient specific emitter identification method based on complex-valued neural networks and network compression," IEEE Journal on Selected Areas in Communications, vol. 39, no. 8, pp. 2305–2317, Aug. 2021.

[21] Y. Wang, M. Liu, J. Yang, and G. Gui, “Data-driven deep learning for automatic modulation recognition in cognitive radios,” IEEE Transactions on Vehicular Technology, vol. 68, no. 4, pp. 4074–4077, Apr. 2019. 

[22] J. Sun, G. Gui, H. Sari, H. Gacanin, F. Adachi, “Aviation data lake: using side information to enhance future air-ground vehicle networks,” IEEE Vehicular Technology Magazine, vol. 16, no. 1, pp. 40–48, Mar. 2021.

[23] J. Sun, W. Shi, Z. Han, J. Yang, and G. Gui, “Behavioral modeling and linearization of wideband RF power amplifiers using BiLSTM networks for 5G wireless systems,” IEEE Transactions on Vehicular Technology, vol. 68, no. 11, pp. 10348–10356, Nov. 2019. 

[24] M. Liu, G. Gui, N. Zhao, J. Sun, G. Haris, and H. Sari, “UAV-aided air-to-ground cooperative non-orthogonal multiple access,” IEEE Internet of Things Journal, vol. 7, no. 4, pp. 2704–2715, Apr. 2020.

[25] M. Liu, J. Yang, T. Song, J. Hu, and G. Gui, “Deep learning-inspired message-passing algorithm for efficient resource allocation in cognitive radio networks,” IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 641–653, Jan. 2019. 

[26] M. Liu, T. Song, G. Gui, J. Hu, and H. Sari, “Deep cognitive perspective: Resource allocation for NOMA based heterogeneous IoT with imperfect SIC,” IEEE Internet of Things Journal, vol. 6, no. 2, pp. 2885–2894, Apr. 2019. 

[27] M. Liu, J. Yang, and G. Gui, “DSF-NOMA: UAV-assisted emergency communication technology in a heterogeneous internet of things,” IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5508–5519, Jun. 2019.  

[28] Y. Tu, Y. Lin, H. Zha, J. Zhang, Y. Wang, G. Gui, and S. Mao, “Large-scale real-world radio signal recognition with deep learning,” Chinese Journal of Aeronautics, vol. 35, no. 9, pp. 35-48, 2022.

[29] W. Shi, Y. Sun, M. Liu, H. Xu, G. Gui, T. Ohtsuki, B. Adebisi, H. Gacanin, and F. Adachi, “Joint UL/DL resource allocation for UAV-aided full-duplex NOMA communications,” IEEE Transactions on Communications, vol. 69, no. 12,  pp. 8474-8487, 2021.

[30] Y. Chen, J. Sun, Y. Lin, G. Gui, and H. Sari, “Hybrid N-inception-LSTM based aircraft coordinate prediction method for secure air traffic,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 3, pp. 2773-2783, 2022. (code and blog)

[31] J. Ning, G. Gui, Y. Wang, J. Yang, B. Adebisi, S. Ci, G. Haris and H. Gacanin, ``Malware traffic classification using domain adaptation and ladder network for secure industrial internet of things,'' IEEE Internet of Things Journal, vol. 9, no. 18, pp. 17058-17069, 2022.  (code)

[32] Y. Xiu, J. Zhao, W. Sun, M. D. Renzo, G. Gui, Z. Zhang, and N. Wei, ``Reconfigurable intelligent surfaces aided mmWave NOMA: joint power allocation, phase shifts, and hybrid beamforming optimization,'' IEEE Transactions on Wireless Communications, vol. 20, no. 12, pp. 8393-8409, Dec. 2021.

[33] J. Zeng. J. Sun, G. Gui, B. Adebisi, T. Ohtsuki, H. Gacanin, and H. Sari, ``Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems,'' IEEE Transactions on Cognitive Communications and Networking, vol. 7, no. 4, pp. 1253-1265, Dec. 2021. (code)

[34] Xue Fu, Yang Peng, Yuchao Liu, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi, ``Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training,'' IEEE Internet Things J. 10(12): 10778-10789 (2023).

[35] Ruijie Zhao, Yijun Wang, Zhi Xue, Tomoaki Ohtsuki, Bamidele Adebisi, Guan Gui, ``Semisupervised Federated-Learning-Based Intrusion Detection Method for Internet of Things,''  IEEE Internet Things J. 10(10): 8645-8657 (2023).

[36] Fangqing Wen, Guan Gui, Haris Gacanin, Hikmet Sari: Compressive Sampling Framework for 2D-DOA and Polarization Estimation in mmWave Polarized Massive MIMO Systems. IEEE Trans. Wirel. Commun. 22(5): 3071-3083 (2023).

[37]  Yue Yin, Miao Liu, Guan Gui, Haris Gacanin, Hikmet Sari: Minimizing Delay for MIMO-NOMA Resource Allocation in UAV-Assisted Caching Networks. IEEE Trans. Veh. Technol. 72(4): 4728-4732 (2023).

[38] Fangqing Wen, Junpeng Shi, Guan Gui, Haris Gacanin, Octavia A. Dobre: 3-D Positioning Method for Anonymous UAV Based on Bistatic Polarized MIMO Radar. IEEE Internet Things J. 10(1): 815-827 (2023)

Guan Gui (Fellow IEEE) received a Ph.D. degree from the University of Electronic Science and Technology of China, Chengdu, China, in 2012. From 2009 to 2014, he joined Tohoku University as a research assistant and postdoctoral research fellow. From 2014 to 2015, he was an Assistant Professor at the Akita Prefectural University, Akita, Japan. Since 2015, he has been a professor at Nanjing University of Posts and Telecommunications, Nanjing, China. His recent research interests include intelligence sensing and recognition, intelligent signal processing, and physical layer security.
    
Dr. Gui has published over 200 IEEE Journal/Conference papers and won several best paper awards, e.g., ICC 2017, ICC 2014, and VTC 2014-Spring. His contributions to intelligent signal analysis and wireless resource optimization have earned him the title of Fellow of the IEEE, IET, and AAIA. He received the IEEE Communications Society Heinrich Hertz Award in 2021, top 2\% scientists of the World by Stanford University in 2021-2023, the Clarivate Analytics Highly Cited Researcher in Cross-Field in 2021-2023, the Highly Cited Chinese Researchers by Elsevier in 2020-2023, the Member and Global Activities Contributions Award in 2018, the Top Editor Award of IEEE Transactions on Vehicular Technology in 2019, the Outstanding Journal Service Award of KSII Transactions on Internet and Information System in 2020, the Exemplary Reviewer Award of IEEE Communications Letters in 2017, the 2012 Japan Society for Promotion of Science (JSPS) Postdoctoral Fellowships for Foreign Researchers, and the 2018 Japan Society for Promotion of Science (JSPS) International Fellowships for Overseas Researchers. He was also selected as the Jiangsu Specially-Appointed Professor in 2016, the Jiangsu High-level Innovation and Entrepreneurial Talent in 2016, and the Jiangsu Six Top Talent in 2018. 
    
Since 2022, he has been a Distinguished Lecturer of the IEEE Vehicular Technology Society. He serves or served on the editorial boards of several journals, including IEEE Internet of Things Journal and IEEE Transactions on Vehicular Technology. In addition, he served as the IEEE VTS Ad Hoc Committee Member in AI Wireless, General Co-Chair of EAI MOBIMEDIA 2024, General Co-Chair of ICN2024, General Co-Chair of GAIIS 2024, TPC Chair of IoTML 2024, TPC Chair of FAIML 2024, Executive Chair of IEEE ICCT 2023, Workshop Chair of LANTINCOM2023, TPC Chair of PRAI 2022, TPC Chair of ICGIP 2022,  Executive Chair of VTC 2021-Fall, Vice Chair of WCNC 2021, TPC Chair of PHM 2021, Symposium Chair of WCSP 2021, General Co-Chair of Mobimedia 2020, TPC Chair of WiMob 2020, Track Chairs of EuCNC 2021 and 2022, VTC 2020 Spring, Award Chair of PIMRC 2019, and TPC member of many IEEE international conferences, including GLOBECOM, ICC, WCNC, PIRMC, VTC, and SPAWC.

[1] IEEE DataPort

IEEE DataPort is an easy-to-use, globally accessible data platform developed and offered by IEEE that provides significant benefits to researchers, data analysts, and the global technical community.

[2] GitHub

GitHub, Inc. is a provider of Internet hosting for software development and version control using Git. It offers the distributed version control and source code management (SCM) functionality of Git, plus its own features. It provides access control and several collaboration features such as bug tracking, feature requests, task management, continuous integration and wikis for every project. Headquartered in California, it has been a subsidiary of Microsoft since 2018. It is commonly used to host open-source projects. As of November 2021, GitHub reports having over 73 million developers and more than 200 million repositories (including at least 28 million public repositories). It is the largest source code host as of November 2021.