Deniz Gunduz

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HV PoorMichael Henry Strater University Professor, Princeton UniversityVerified email at princeton.edu
Elza ErkipNew York UniversityVerified email at nyu.edu
Mohammad Mohammadi AmiriAssistant Professor at Rensselaer Polytechnic InstituteVerified email at rpi.edu
Emre OzfaturaImperial College London / Ericsson Research UKVerified email at imperial.ac.uk
Jesús Gómez VilardebóResearcher at CTTCVerified email at cttc.es
Yulin ShaoUniversity of Macau, State Key Laboratory of IoT for Smart CityVerified email at um.edu.mo
Qianqian YangZhejiang universityVerified email at zju.edu.cn
David Burth KurkaDell / Imperial College LondonVerified email at imperial.ac.uk
Inaki Estella AguerriAmazonVerified email at amazon.com
Tze-Yang TungNot DiamondVerified email at notdiamond.ai
Osvaldo SimeoneKing's College LondonVerified email at kcl.ac.uk
Mikolaj JankowskiImperial College LondonVerified email at imperial.ac.uk
Mahdi Boloursaz MashhadiLecturer at University of SurreyVerified email at surrey.ac.uk
Aylin YenerRoy and Lois Chope Professor, The Ohio State UniversityVerified email at ece.osu.edu
Krystian MikolajczykProfessor, Imperial College LondonVerified email at imperial.ac.uk
Ertem TuncelProfessor of Electrical EngineeringVerified email at ee.ucr.edu
Nitish MitalAlan Turing InstituteVerified email at turing.ac.uk
Burak HasırcıoğluResearch Associate, The Alan Turing InstituteVerified email at turing.ac.uk
Sanjeev KulkarniProfessor of Electrical and Computer Engineering, Princeton UniversityVerified email at princeton.edu
Michele ZorziDept. of Information Engineering - University of Padova, ItalyVerified email at dei.unipd.it

Deniz Gunduz

Professor of Information Processing, Imperial College London

Verified email at imperial.ac.uk - Homepage

Wireless Communications Information Theory Privacy Machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep joint source-channel coding for wireless image transmission E Bourtsoulatze, DB Kurka, D Gündüz IEEE Transactions on Cognitive Communications and Networking 5 (3), 567-579, 2019	772	2019
Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air MM Amiri, D Gündüz IEEE Transactions on Signal Processing 68, 2155-2169, 2020	583	2020
Federated learning over wireless fading channels MM Amiri, D Gündüz IEEE Transactions on Wireless Communications 19 (5), 3546-3557, 2020	582	2020
The multiway relay channel D Gunduz, A Yener, A Goldsmith, HV Poor IEEE Transactions on Information Theory 59 (1), 51-63, 2013	533	2013
Distributed learning in wireless networks: Recent progress and future challenges M Chen, D Gündüz, K Huang, W Saad, M Bennis, AV Feljan, HV Poor IEEE Journal on Selected Areas in Communications 39 (12), 3579-3605, 2021	441	2021
Hierarchical federated learning across heterogeneous cellular networks MSH Abad, E Ozfatura, D Gunduz, O Ercetin ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020	380	2020
Learning-based optimization of cache content in a small cell base station P Blasco, D Gündüz 2014 IEEE international conference on communications (ICC), 1897-1903, 2014	369	2014
Designing intelligent energy harvesting communication systems D Gunduz, K Stamatiou, N Michelusi, M Zorzi IEEE communications magazine 52 (1), 210-216, 2014	360	2014
Beyond transmitting bits: Context, semantics, and task-oriented communications D Gündüz, Z Qin, IE Aguerri, HS Dhillon, Z Yang, A Yener, KK Wong, ... IEEE Journal on Selected Areas in Communications 41 (1), 5-41, 2022	352	2022
One-bit over-the-air aggregation for communication-efficient federated edge learning: Design and convergence analysis G Zhu, Y Du, D Gündüz, K Huang IEEE Transactions on Wireless Communications 20 (3), 2120-2135, 2020	329	2020
A learning theoretic approach to energy harvesting communication system optimization P Blasco, D Gunduz, M Dohler IEEE Transactions on Wireless Communications 12 (4), 1872-1882, 2013	314	2013
Opportunistic cooperation by dynamic resource allocation D Gunduz, E Erkip IEEE Transactions on Wireless Communications 6 (4), 2007	296	2007
Wireless content caching for small cell and D2D networks M Gregori, J Gómez-Vilardebó, J Matamoros, D Gündüz IEEE Journal on Selected Areas in Communications 34 (5), 1222-1234, 2016	283	2016
Average age of information with hybrid ARQ under a resource constraint ET Ceran, D Gündüz, A György IEEE Transactions on Wireless Communications 18 (3), 1900-1913, 2019	274	2019
DeepJSCC-f: Deep Joint Source-Channel Coding of Images With Feedback DB Kurka, D Gündüz IEEE Journal on Selected Areas in Information Theory 1 (1), 178-193, 2020	265	2020
A general framework for the optimization of energy harvesting communication systems with battery imperfections B Devillers, D Gündüz Journal of Communications and Networks 14 (2), 130-139, 2012	262	2012
Machine learning in the air D Gündüz, P De Kerret, ND Sidiropoulos, D Gesbert, CR Murthy, ... IEEE Journal on Selected Areas in Communications 37 (10), 2184-2199, 2019	255	2019
Two-hop communication with energy harvesting D Gündüz, B Devillers 2011 4th IEEE International Workshop on Computational Advances in Multi …, 2011	211	2011
Federated learning in vehicular networks AM Elbir, B Soner, S Çöleri, D Gündüz, M Bennis 2022 IEEE International Mediterranean Conference on Communications and …, 2022	201	2022
Convergence of update aware device scheduling for federated learning at the wireless edge MM Amiri, D Gündüz, SR Kulkarni, HV Poor IEEE Transactions on Wireless Communications 20 (6), 3643-3658, 2021	191	2021

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