Guan Gui

20.8k total citations · 11 hit papers
592 papers, 14.9k citations indexed

About

Guan Gui is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence and Aerospace Engineering. According to data from OpenAlex, Guan Gui has authored 592 papers receiving a total of 14.9k indexed citations (citations by other indexed papers that have themselves been cited), including 286 papers in Electrical and Electronic Engineering, 189 papers in Artificial Intelligence and 140 papers in Aerospace Engineering. Recurrent topics in Guan Gui's work include Wireless Signal Modulation Classification (125 papers), Advanced MIMO Systems Optimization (93 papers) and Sparse and Compressive Sensing Techniques (76 papers). Guan Gui is often cited by papers focused on Wireless Signal Modulation Classification (125 papers), Advanced MIMO Systems Optimization (93 papers) and Sparse and Compressive Sensing Techniques (76 papers). Guan Gui collaborates with scholars based in China, Japan and Germany. Guan Gui's co-authors include Fumiyuki Adachi, Jie Yang, Hikmet Sari, Yu Wang, Haris Gacanin, Miao Liu, Hongji Huang, Bamidele Adebisi, Yiwei Song and Tomoaki Ohtsuki and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Geoscience and Remote Sensing and IEEE Communications Surveys & Tutorials.

In The Last Decade

Guan Gui

525 papers receiving 14.6k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep Learning for Super-Resolution Channel Estimation and DOA Estimation Based Massive MIMO System

2018 586 citations Jie Yang, Hao Huang et al. IEEE Transactions on Vehicular Technology profile →
Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios

2019 549 citations Yu Wang, Miao Liu et al. IEEE Transactions on Vehicular Technology profile →
6G: Opening New Horizons for Integration of Comfort, Security, and Intelligence

2020 525 citations Guan Gui, Fumiyuki Adachi et al. profile →
A Survey on Resource Allocation for 5G Heterogeneous Networks: Current Research, Future Trends, and Challenges

2021 445 citations Guan Gui, Haris Gacanin et al. profile →
Deep Learning for an Effective Nonorthogonal Multiple Access Scheme

2018 411 citations Guan Gui, Hikmet Sari et al. IEEE Transactions on Vehicular Technology profile →
Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions

2019 310 citations Guan Gui, Hikmet Sari et al. profile →
Caching UAV Assisted Secure Transmission in Hyper-Dense Networks Based on Interference Alignment

2018 272 citations Guan Gui, Hikmet Sari et al. profile →
Flight Delay Prediction Based on Aviation Big Data and Machine Learning

2019 236 citations Guan Gui, Jinlong Sun et al. IEEE Transactions on Vehicular Technology profile →
Federated Deep Learning for Zero-Day Botnet Attack Detection in IoT-Edge Devices

2021 218 citations Segun I. Popoola, Bamidele Adebisi et al. IEEE Internet of Things Journal profile →
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression

2021 200 citations Yu Wang, Guan Gui et al. profile →
Large-scale real-world radio signal recognition with deep learning

2021 196 citations Yun Lin, Yu Wang et al. profile →

Peers

Countries citing papers authored by Guan Gui

Since Specialization

Citations

This map shows the geographic impact of Guan Gui's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Guan Gui with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guan Gui more than expected).

Fields of papers citing papers by Guan Gui

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Guan Gui. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Guan Gui. The network helps show where Guan Gui may publish in the future.

Co-authorship network of co-authors of Guan Gui

This figure shows the co-authorship network connecting the top 25 collaborators of Guan Gui. A scholar is included among the top collaborators of Guan Gui based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Guan Gui. Guan Gui is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Robust Deep Joint Source-Channel Coding Enabled Distributed Image Transmission With Imperfect Channel State Information 2025 ·IEEE Transactions on Wireless Communications ·(unknown), Bin Cao, Guan Gui, Qinyu Zhang	0
2	Joint Adaptive Modulation Coding and Power Optimization in Heterogeneous Networks Based on Constrained Deep Reinforcement Learning 2025 ·IEEE Transactions on Wireless Communications ·(unknown), (unknown), Haipeng Chen, Cheng Chang, (unknown), Hao Huang, Donglai Jiao, Yun Lin, Guan Gui	0
3	Enhanced Radio Frequency Fingerprint Identification Using Length-Robust Representation and Incremental Learning 2025 ·IEEE Internet of Things Journal ·Feng Shi, Hong Wan, (unknown), Xue Fu, Qin Wang, Qi Xuan, Yun Lin, Guan Gui	2
4	Improved Scheme for Data Aggregation of Distributed Oracle for Intelligent Internet of Things 2024 ·Sensors ·Ruiyang Gao, (unknown), Wei Wang, (unknown), Guan Gui, (unknown)	1
5	Unsupervised Power Allocation Based on Combination of Edge Aggregated Graph Attention Network With Deep Unfolded WMMSE 2024 ·IEEE Transactions on Vehicular Technology ·Haifeng Hu, (unknown), (unknown), (unknown), Haitao Zhao, Guan Gui	2
6	A Novel mRMR-RFE-RF Method for Enhancing Medium- and Long-Term Hydrological Forecasting: A Case Study of the Danjiangkou Basin 2024 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·(unknown), (unknown), Guan Gui	5
7	Constrained Multiobjective Decomposition Evolutionary Algorithm for UAV-Assisted Mobile Edge Computing Networks 2024 ·IEEE Internet of Things Journal ·(unknown), Fangqing Wen, (unknown), Guan Gui, Hikmet Sari, Fumiyuki Adachi	5
8	Low-Complexity Wireless Technique Classification With Multifeature Fusion Broad Learning Network 2024 ·IEEE Internet of Things Journal ·Yang Peng, Yibin Zhang, Hao Huang, Yu Wang, Pengfei Liu, Yun Lin, Guan Gui	2
9	Energy efficient power allocation for ultra‐reliable and low‐latency communications via unsupervised learning 2023 ·IET Communications ·Haitao Zhao, (unknown), Hao Huang, Qin Wang, Chun Zhu, Guan Gui	1
10	WCNCW 2021 Workshops Organizing Committee 2021 ·(unknown), Hikmet Sari, (unknown), Guan Gui, (unknown), Octavia A. Dobre, (unknown), Yi Qian, Marco Di Renzo, Yonghui Li, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown)	1
11	Complex Deep Neural Network Based Intelligent Signal Detection Methods for OFDM-IM Systems 2021 ·Xiao Chen, (unknown), Guan Gui, Bamidele Adebisi, Haris Gacanin, Hikmet Sari	9
12	Stacked recurrent neural network for botnet detection in smart homes 2021 ·Computers & Electrical Engineering ·Segun I. Popoola, Bamidele Adebisi, Mohammad Hammoudeh, Haris Gacanin, Guan Gui	38
13	Differentiable Architecture Search-Based Automatic Modulation Classification 2021 ·(unknown), Wang Luo, Xixi Zhang, Jie Yang, Guan Gui, Tomoaki Ohtsuki	11
14	Machine-Learning-Aided Trajectory Prediction and Conflict Detection for Internet of Aerial Vehicles 2021 ·IEEE Internet of Things Journal ·(unknown), (unknown), Tong Wu, Jinlong Sun, Guan Gui, Bamidele Adebisi, Haris Gacanin, Hikmet Sari	28
15	Secrecy Outage Analysis of Transmit Antenna Selection Assisted With Wireless Power Beacon 2020 ·IEEE Transactions on Vehicular Technology ·Peishun Yan, Jie Yang, Miao Liu, Jinlong Sun, Guan Gui	18
16	Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network 2020 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Wenmei Li, (unknown), Yu Wang, Jiaqi Wu, Juan Wang, Yan Jia, Guan Gui	96
17	Auxiliary Vehicle Positioning Based on Robust DOA Estimation With Unknown Mutual Coupling 2020 ·IEEE Internet of Things Journal ·(unknown), Juan Wang, Junpeng Shi, Guan Gui	46
18	Optimization-Based Access Assignment Scheme for Physical-Layer Security in D2D Communications Underlaying a Cellular Network 2018 ·IEEE Transactions on Vehicular Technology ·Lei Wang, Jiaming Liu, Mingkai Chen, Guan Gui, Hikmet Sari	39
19	Stable adaptive channel estimation method under impulsive noise environments 2015 ·International Journal of Communication Systems ·Guan Gui, (unknown), (unknown), Li Xu	2
20	MIP-Mitigated Sparse Channel Estimation Using Orthogonal Matching Pursuit Algorithm 2013 ·Research Journal of Applied Sciences Engineering and Technology ·Guan Gui, (unknown), Ling Wang, Aihua Zhang	0

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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