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G
Georgios B. Giannakis
university of minnesota
137
H-index
1.5K
Paper Count
7.2W
Citation Count
0
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Published Papers
236
Publication Date
Publication Date
Impact Factor
Citations
Deploying AI for Signal Processing Education: Selected challenges and intriguing opportunities [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]
IEEE Signal Processing Magazine
IF
9.6
2026-02-18
0
PRE
AI
Jarvis Haupt; Qin Lu; Yanning Shen; Jia Chen; Yue Dong; Dan McCreary; Mehmet Akçakaya; Georgios B. Giannakis
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Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF
10.7
2024-12-01
0
PRE
AI
Polyzos, Konstantinos D.; Sadeghi, Alireza; Ye, Wei; Sleder, Steven; Houssou, Kodjo; Calder, Jeff; Zhang, Zhi-Li; Giannakis, Georgios B.
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Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF
10.7
2024-04-01
0
OA
AI
Yan, Jia; Lu, Qin; Giannakis, Georgios B.
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Resonant Beam SWIPT With Telescope and Second Harmonic
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF
10.7
2023-07-01
2
PRE
AI
Bai, Yunfeng; Liu, Qingwen; Yang, Liuqing; Giannakis, Georgios B. B.; Fang, Wen; Xiong, Mingliang
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Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes
IEEE TRANSACTIONS ON SMART GRID
IF
9.8
2023-05-01
3
OA
AI
Jalali, Mana; Singh, Manish K. K.; Kekatos, Vassilis; Giannakis, Georgios B. B.; Liu, Chen-Ching
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Unsupervised Ensemble Classification With Sequential and Networked Data
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2022-10-01
1
OA
AI
Traganitis, Panagiotis A.; Giannakis, Georgios B.
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Learning to Solve the AC-OPF Using Sensitivity-Informed Deep Neural Networks
IEEE TRANSACTIONS ON POWER SYSTEMS
IF
7.2
2022-07-01
35
OA
AI
Singh, Manish K.; Kekatos, Vassilis; Giannakis, Georgios B.
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Communication-Efficient Policy G ad en Methods for Distributed Reinforcement Learning
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
IF
5
2022-06-01
34
OA
AI
Chen, Tianyi; Zhang, Kaiqing; Giannakis, Georgios B.; Basar, Tamer
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Cross Service Providers Workload Balancing for Data Centers in Deregulated Electricity Markets
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
IF
5
2021-06-01
3
OA
AI
Sun, Jun; Chen, Shibo; Giannakis, Georgios B.; Yang, Qinmin; Yang, Zaiyue
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An Advanced GNU Radio Receiver of IEEE 802.15.4 OQPSK Physical Layer
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2021-06-01
3
OA
AI
Faulkner, Evan; Yun, Zelin; Zhou, Shengli; Shi, Zhijie J.; Han, Song; Giannakis, Georgios B.
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Resonant Beam Communications With Echo Interference Elimination
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2021-02-15
5
OA
AI
Xiong, Mingliang; Liu, Qingwen; Wang, Gang; Giannakis, Georgios B.; Zhang, Sihai; Zhu, Jinkang; Huang, Chuan
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End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer Using Resonant Beam
ieee transactions on image processing
IF
5.8
2021-01-01
7
OA
AI
Fang, Wen; Deng, Hao; Liu, Qingwen; Liu, Mingqing; Xu, Mengyuan; Yang, Liuqing; Giannakis, Georgios B.
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Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF
4.9
2021-01-01
3
OA
AI
Lu, Qin; Giannakis, Georgios B.
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Simultaneous Mobile Information and Power Transfer by Resonant Beam
ieee transactions on image processing
IF
5.8
2021-01-01
16
PRE
AI
Liu, Mingqing; Deng, Hao; Liu, Qingwen; Zhou, Jie; Xiong, Mingliang; Yang, Liuqing; Giannakis, Georgios B.
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Time-Varying Convex Optimization: Time-Structured Algorithms and Applications
PROCEEDINGS OF THE IEEE
IF
25.9
2020-11-01
78
OA
AI
Simonetto, Andrea; Dall'Anese, Emiliano; Paternain, Santiago; Leus, Geert; Giannakis, Georgios B.
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Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning
IEEE TRANSACTIONS ON SMART GRID
IF
9.8
2020-05-01
187
OA
AI
Yang, Qiuling; Wang, Gang; Sadeghi, Alireza; Giannakis, Georgios B.; Sun, Jian
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Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2020-03-01
7
OA
AI
Liu, Mingqing; Wang, Gang; Giannakis, Georgios B.; Xiong, Mingliang; Liu, Qingwen; Deng, Hao
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Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile Devices
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF
7.1
2020-03-01
6
OA
AI
Fang, Wen; Wang, Gang; Giannakis, Georgios B.; Liu, Qingwen; Wang, Xin; Deng, Hao
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Generalization Error Bounds for Kernel Matrix Completion and Extrapolation
ieee signal processing magazine
IF
3.9
2020-01-01
8
OA
AI
Gimenez-Febrer, Pere; Pages-Zamora, Alba; Giannakis, Georgios B.
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Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF
4.9
2020-01-01
17
OA
AI
Shen, Yanning; Fu, Xiao; Giannakis, Georgios B.; Sidiropoulos, Nicholas D.
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Research Directions
No research directions
Co-authors
Cooperation Journals
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H. Vincent Poor
H-index: 176 · Papers: 3.8K
S
Shigeo Ohno
H-index: 107 · Papers: 801
A
Andreas F. Molisch
H-index: 104 · Papers: 956
A
Antonio J. Conejo
H-index: 100 · Papers: 516
T
Tamer Başar
H-index: 91 · Papers: 1.4K
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