Deniz Gündüz - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 379

2024

A Learnable Optimization and Regularization Approach to Massive MIMO CSI FeedbackZhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue 0001, Deyu Meng, Deniz Gündüz. TWC, 23(1):104-116, January 2024. [doi]

Friendly Attacks to Improve Channel Coding ReliabilityAnastasia Kurmukova, Deniz Gündüz. AAAI 2024: 13292-13300 [doi]

Byzantines Can Also Learn From History: Fall of Centered Clipping in Federated LearningKerem Ozfatura, Emre Ozfatura, Alptekin Küpçü, Deniz Gündüz. tifs, 19:2010-2022, 2024. [doi]

Learning-Based Autonomous Channel Access in the Presence of Hidden TerminalsYulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu 0047, Jiajun Luo, Deniz Gündüz. tmc, 23(5):3680-3695, May 2024. [doi]

Optimal Scheduling Policy for Minimizing Age of Information With a RelayJaeyoung Song, Deniz Gündüz, Wan Choi 0001. iotj, 11(4):5623-5637, February 2024. [doi]

2023

DeepJSCC-1++: Robust and Bandwidth-Adaptive Wireless Image TransmissionChenghong Bian, Yulin Shao, Deniz Gündüz. globecom 2023: 3148-3154 [doi]

Space-Time Design for Deep Joint Source Channel Coding of Images over MIMO ChannelsChenghong Bian, Yulin Shao, Haotian Wu, Deniz Gündüz. spawc 2023: 616-620 [doi]

Sustainable Edge Intelligence Through Energy-Aware Early ExitingMarcello Bullo, Seifallah Jardak, Pietro Carnelli, Deniz Gündüz. mlsp 2023: 1-6 [doi]

Gradient Coding With Dynamic Clustering for Straggler-Tolerant Distributed LearningBaturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz. tcom, 71(6):3317-3332, 2023. [doi]

Maximal-Capacity Discrete Memoryless Channel IdentificationMaximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Deniz Gündüz, Nir Weinberger. isit 2023: 2248-2253 [doi]

Active Privacy-Utility Trade-Off Against Inference in Time-Series Data SharingEcenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz. jsait, 4:159-173, 2023. [doi]

Generative Joint Source-Channel Coding for Semantic Image TransmissionEcenaz Erdemir, Tze-Yang Tung, Pier Luigi Dragotti, Deniz Gündüz. jsac, 41(8):2645-2657, August 2023. [doi]

AirGNNs: Graph Neural Networks over the AirZhan Gao, Deniz Gündüz. eusipco 2023: 963-967 [doi]

Decentralized Channel Management in WLANs with Graph Neural NetworksZhan Gao, Yulin Shao, Deniz Gündüz, Amanda Prorok. icc 2023: 3072-3077 [doi]

Guest Editorial Special Issue on Beyond Transmitting Bits: Context, Semantics, and Task-Oriented CommunicationsDeniz Gündüz, Zhijin Qin, Inaki Estella Aguerri, Harpreet S. Dhillon, Zhaohui Yang 0001, Aylin Yener, Kai-Kit Wong, Chan-Byoung Chae. jsac, 41(1):1-4, 2023. [doi]

Guest Editorial Special Issue on the Role of Freshness and Semantic Measures in the Transmission of Information for Next-Generation NetworksDeniz Gündüz, Victoria Kostina, Petar Popovski, Yin Sun, Aylin Yener, Sennur Ulukus, Tara Javidi. jsait, 4, 2023. [doi]

Beyond Transmitting Bits: Context, Semantics, and Task-Oriented CommunicationsDeniz Gündüz, Zhijin Qin, Inaki Estella Aguerri, Harpreet S. Dhillon, Zhaohui Yang 0001, Aylin Yener, Kai-Kit Wong, Chan-Byoung Chae. jsac, 41(1):5-41, 2023. [doi]

The Rate-Distortion-Perception Trade-off with Side InformationYassine Hamdi, Deniz Gündüz. isit 2023: 1056-1061 [doi]

Sparse Random Networks for Communication-Efficient Federated LearningBerivan Isik, Francesco Pase, Deniz Gündüz, Tsachy Weissman, Michele Zorzi. iclr 2023: [doi]

Secure Deep-JSCC Against Multiple EavesdroppersSeyyed AmirHossein Ameli Kalkhoran, Mehdi Letafati, Ecenaz Erdemir, Babak Hossein Khalaj, Hamid Behroozi, Deniz Gündüz. globecom 2023: 3433-3438 [doi]

Goal-oriented Compression with a Constrained DecoderSzymon Kobus, Tze-Yang Tung, Deniz Gündüz. isit 2023: 868-873 [doi]

Federated Learning for Pedestrian Detection in Vehicular NetworksFeyzi Ege Kumec, Aslihan Reyhanoglu, Emrah Kar, Bugra Turan, Sinem Coleri, Mehdi Bennis, Anis Elgabli, Deniz Gündüz, Sercan Karaagac. blackseecom 2023: 150-154 [doi]

Progressive Feature Transmission for Split Classification at the Wireless EdgeQiao Lan, Qunsong Zeng, Petar Popovski, Deniz Gündüz, Kaibin Huang. TWC, 22(6):3837-3852, June 2023. [doi]

Collaborative Semantic Communication for Edge InferenceWing Fei Lo, Nitish Mital, Haotian Wu, Deniz Gündüz. wcl, 12(7):1125-1129, July 2023. [doi]

Neural Distributed Image Compression with Cross-Attention Feature AlignmentNitish Mital, Ezgi Özyilkan, Ali Garjani, Deniz Gündüz. wacv 2023: 2497-2506 [doi]

Conditional Rate-Distortion-Perception Trade-OffXueyan Niu, Deniz Gündüz, Bo Bai 0001, Wei Han 0004. isit 2023: 1068-1073 [doi]

A Hybrid Wireless Image Transmission Scheme with DiffusionXueyan Niu, Xu Wang, Deniz Gündüz, Bo Bai 0001, Weichao Chen, Guohua Zhou. spawc 2023: 86-90 [doi]

Do not Interfere but Cooperate: A Fully Learnable Code Design for Multi-Access Channels with FeedbackEmre Ozfatura, Chenghong Bian, Deniz Gündüz. istc 2023: 1-5 [doi]

Feedback is Good, Active Feedback is Better: Block Attention Active Feedback CodesEmre Ozfatura, Yulin Shao, Amin Ghazanfari, Alberto Perotti, Branislav M. Popovic, Deniz Gündüz. icc 2023: 6652-6657 [doi]

Semantic Communication of Learnable ConceptsFrancesco Pase, Szymon Kobus, Deniz Gündüz, Michele Zorzi. isit 2023: 731-736 [doi]

Unsourced Massive Access-Based Digital Over-the-Air Computation for Efficient Federated Edge LearningLi Qiao, Zhen Gao 0001, Zhongxiang Li, Deniz Gündüz. isit 2023: 2003-2008 [doi]

Bottlenecks CLUB: Unifying Information-Theoretic Trade-Offs Among Complexity, Leakage, and UtilityBehrooz Razeghi, Flávio P. Calmon, Deniz Gündüz, Slava Voloshynovskiy. tifs, 18:2060-2075, 2023. [doi]

Semantic Communications With Discrete-Time Analog Transmission: A PAPR PerspectiveYulin Shao, Deniz Gündüz. wcl, 12(3):510-514, March 2023. [doi]

Denoising Noisy Neural Networks: A Bayesian Approach With CompensationYulin Shao, Soung Chang Liew, Deniz Gündüz. tsp, 71:2460-2474, 2023. [doi]

Bayesian Over-the-Air ComputationYulin Shao, Deniz Gündüz, Soung Chang Liew. jsac, 41(3):589-606, March 2023. [doi]

AttentionCode: Ultra-Reliable Feedback Codes for Short-Packet CommunicationsYulin Shao, Emre Ozfatura, Alberto G. Perotti, Branislav M. Popovic, Deniz Gündüz. tcom, 71(8):4437-4452, August 2023. [doi]

Multi-institutional PET/CT image segmentation using federated deep transformer learningIsaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, Peter Boor, Deniz Gündüz, Slava Voloshynovskiy, Habib Zaidi. cmpb, 240:107706, October 2023. [doi]

Distributed Hypothesis Testing over a Noisy Channel: Error-Exponents Trade-OffSreejith Sreekumar, Deniz Gündüz. entropy, 25(2):304, February 2023. [doi]

Deep Joint Source-Channel and Encryption Coding: Secure Semantic CommunicationsTze-Yang Tung, Deniz Gündüz. icc 2023: 5620-5625 [doi]

Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic CommunicationYang Wang, Zhen Gao 0001, Dezhi Zheng, Sheng Chen 0001, Deniz Gündüz, H. Vincent Poor. wc, 30(6):127-135, December 2023. [doi]

Vision Transformer for Adaptive Image Transmission over MIMO ChannelsHaotian Wu, Yulin Shao, Chenghong Bian, Krystian Mikolajczyk, Deniz Gündüz. icc 2023: 3702-3707 [doi]

Metalearning-Based Alternating Minimization Algorithm for Nonconvex OptimizationJingyuan Xia, Shengxi Li, Junjie Huang 0001, ZhiXiong Yang, Imad M. Jaimoukha, Deniz Gündüz. tnn, 34(9):5366-5380, September 2023. [doi]

MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected VehiclesBowen Xie, Yuxuan Sun, Sheng Zhou 0001, Zhisheng Niu, Yang Xu, Jingran Chen, Deniz Gündüz. icc 2023: 3951-3957 [doi]

Deep Joint Source-Channel Coding for Semantic CommunicationsJialong Xu, Tze-Yang Tung, Bo Ai 0001, Wei Chen 0016, Yuxuan Sun, Deniz Gündüz. cm, 61(11):42-48, November 2023. [doi]

A Meta-Learning based Gradient Descent Algorithm for MU-MIMO BeamformingZhiXiong Yang, Jingyuan Xia, Tong Qiu, Huaizhang Liao, Deniz Gündüz. wcsp 2023: 1027-1031 [doi]

Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelSelim F. Yilmaz, Can Karamanli, Deniz Gündüz. icc 2023: 1400-1405 [doi]

Cache-Aided Private Variable-Length Coding with Zero and Non-Zero LeakageAmirreza Zamani, Tobias J. Oechtering, Deniz Gündüz, Mikael Skoglund. wiopt 2023: 247-254 [doi]

Private Variable-Length Coding with Zero LeakageAmirreza Zamani, Tobias J. Oechtering, Deniz Gündüz, Mikael Skoglund. wifs 2023: 1-6 [doi]

Semi-Federated Learning: Convergence Analysis and Optimization of a Hybrid Learning FrameworkJingheng Zheng, Wanli Ni, Hui Tian 0003, Deniz Gündüz, Tony Q. S. Quek, Zhu Han 0001. TWC, 22(12):9438-9456, December 2023. [doi]

2022

Convergence of Federated Learning Over a Noisy DownlinkMohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor. TWC, 21(3):1422-1437, 2022. [doi]

Hierarchical Over-the-Air Federated Edge LearningOzan Aygün, Mohammad Kazemi 0001, Deniz Gündüz, Tolga M. Duman. icc 2022: 3376-3381 [doi]

Over-the-Air Federated Learning with Energy Harvesting DevicesOzan Aygün, Mohammad Kazemi 0001, Deniz Gündüz, Tolga M. Duman. globecom 2022: 1942-1947 [doi]

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part IIMingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor. jsac, 40(2):445-448, 2022. [doi]

Efficient Distributed Machine Learning via Combinatorial Multi-Armed BanditsMaximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Deniz Gündüz. isit 2022: 1653-1658 [doi]

Federated Learning in Vehicular NetworksAhmet M. Elbir, Burak Soner, Sinem Coleri, Deniz Gündüz, Mehdi Bennis. meditcom 2022: 72-77 [doi]

Privacy-Aware Communication over a Wiretap Channel with Generative NetworksEcenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz. icassp 2022: 2989-2993 [doi]

Over-the-Air Federated Learning Exploiting Channel PerturbationShayan Mohajer Hamidi, Mohammad Mehrabi, Amir K. Khandani, Deniz Gündüz. spawc 2022: 1-5 [doi]

Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared MessageShaan Ul Haque, Siddharth Chandak, Federico Chiariotti, Deniz Gündüz, Petar Popovski. icl, 26(8):1843-1847, 2022. [doi]

Bivariate Polynomial Codes for Secure Distributed Matrix MultiplicationBurak Hasircioglu, Jesús Gómez-Vilardebó, Deniz Gündüz. jsac, 40(3):955-967, 2022. [doi]

AirNet: Neural Network Transmission over the AirMikolaj Jankowski, Deniz Gündüz, Krystian Mikolajczyk. isit 2022: 2451-2456 [doi]

Progressive Transmission of High-Dimensional Data Features for Inference at the Network EdgeQiao Lan, Qunsong Zeng, Petar Popovski, Deniz Gündüz, Kaibin Huang. spawc 2022: 1-5 [doi]

Series Editorial The Fourth Issue of the Series on Machine Learning in Communications and NetworksGeoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han 0001, Deniz Gündüz, Jaafar Mohamed Hashim Elmirghani. jsac, 40(1):1-4, 2022. [doi]

Series Editorial The Sixth Issue of the Series on Machine Learning in Communications and NetworksGeoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han 0001, Deniz Gündüz, Jaafar M. H. Elmirghani. jsac, 40(9):2507-2509, 2022. [doi]

The Fifth Issue of the Series on Machine Learning in Communications and NetworksGeoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han 0001, Deniz Gündüz, Jaafar M. H. Elmirghani. jsac, 40(8):2251-2253, 2022. [doi]

Bandwidth Expansion for Over-the-Air Computation with One-Sided CSINitish Mital, Deniz Gündüz. isit 2022: 1271-1276 [doi]

Neural Distributed Image Compression Using Common InformationNitish Mital, Ezgi Özyilkan, Ali Garjani, Deniz Gündüz. dcc 2022: 182-191 [doi]

Secure Distributed Matrix Computation With Discrete Fourier TransformNitish Mital, Cong Ling 0001, Deniz Gündüz. TIT, 68(7):4666-4680, 2022. [doi]

Information Theoretically Private and Secure Distributed Voting Without a Trusted AuthoritySeyed Reza Hoseini Najarkolaei, Narges Kazempour, Mohammad Reza Aref, Deniz Gündüz. itw 2022: 374-379 [doi]

Uncoded Caching and Cross-Level Coded Delivery for Non-Uniform File PopularityEmre Ozfatura, Deniz Gündüz. TIT, 68(10):6842-6859, 2022. [doi]

All You Need Is Feedback: Communication With Block Attention Feedback CodesEmre Ozfatura, Yulin Shao, Alberto G. Perotti, Branislav M. Popovic, Deniz Gündüz. jsait, 3(3):587-602, September 2022. [doi]

Coded Distributed Computing With Partial RecoveryEmre Ozfatura, Sennur Ulukus, Deniz Gündüz. TIT, 68(3):1945-1959, 2022. [doi]

Rate-Constrained Remote Contextual BanditsFrancesco Pase, Deniz Gündüz, Michele Zorzi. jsait, 3(4):789-802, December 2022. [doi]

Remote Contextual BanditsFrancesco Pase, Deniz Gündüz, Michele Zorzi. isit 2022: 1665-1670 [doi]

Federated Edge Learning With Misaligned Over-the-Air ComputationYulin Shao, Deniz Gündüz, Soung Chang Liew. TWC, 21(6):3951-3964, 2022. [doi]

Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated LearningYuxuan Sun, Sheng Zhou 0001, Zhisheng Niu, Deniz Gündüz. icc 2022: 3388-3393 [doi]

Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy ConstraintsYuxuan Sun, Sheng Zhou 0001, Zhisheng Niu, Deniz Gündüz. jsac, 40(1):227-242, 2022. [doi]

Coded Computation Across Shared Heterogeneous Workers With Communication DelayYuxuan Sun, Fan Zhang, Junlin Zhao, Sheng Zhou 0001, Zhisheng Niu, Deniz Gündüz. tsp, 70:3371-3385, 2022. [doi]

DeepWiVe: Deep-Learning-Aided Wireless Video TransmissionTze-Yang Tung, Deniz Gündüz. jsac, 40(9):2570-2583, 2022. [doi]

DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel CodingTze-Yang Tung, David Burth Kurka, Mikolaj Jankowski, Deniz Gündüz. jsait, 3(4):720-731, December 2022. [doi]

DeepJSCC-Q: Channel Input Constrained Deep Joint Source-Channel CodingTze-Yang Tung, David Burth Kurka, Mikolaj Jankowski, Deniz Gündüz. icc 2022: 3880-3885 [doi]

Deep-Learning-Aided Wireless Video TransmissionTze-Yang Tung, Deniz Gündüz. spawc 2022: 1-5 [doi]

Channel-Adaptive Wireless Image Transmission With OFDMHaotian Wu, Yulin Shao, Krystian Mikolajczyk, Deniz Gündüz. wcl, 11(11):2400-2404, 2022. [doi]

A Learning-Aided Flexible Gradient Descent Approach to MISO BeamformingZhiXiong Yang, Jingyuan Xia, Junshan Luo, Shuanghui Zhang, Deniz Gündüz. wcl, 11(9):1895-1899, 2022. [doi]

Semi-Decentralized Federated Learning with Collaborative RelayingMichal Yemini, Rajarshi Saha, Emre Ozfatura, Deniz Gündüz, Andrea J. Goldsmith. isit 2022: 1471-1476 [doi]

Over-the-Air Ensemble Inference with Model PrivacySelim F. Yilmaz, Burak Hasircioglu, Deniz Gündüz. isit 2022: 1265-1270 [doi]

LIDAR and Position-Aided mmWave Beam Selection With Non-Local CNNs and Curriculum TrainingMatteo Zecchin, Mahdi Boloursaz Mashhadi, Mikolaj Jankowski, Deniz Gündüz, Marios Kountouris, David Gesbert. tvt, 71(3):2979-2990, 2022. [doi]

Semi-Federated Learning: An Integrated Framework for Pervasive Intelligence in 6G NetworksJingheng Zheng, Wanli Ni, Hui Tian 0003, Deniz Gündüz, Tony Q. S. Quek. infocom 2022: 1-6 [doi]

2021

A Reinforcement Learning Approach to Age of Information in Multi-User Networks With HARQElif Tugçe Ceran, Deniz Gündüz, András György 0001. jsac, 39(5):1412-1426, 2021. [doi]

Privacy-Aware Time-Series Data Sharing With Deep Reinforcement LearningEce Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz. tifs, 16:389-401, 2021. [doi]

Active Privacy-Utility Trade-Off Against A Hypothesis Testing AdversaryEcenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz. icassp 2021: 2660-2664 [doi]

The Best Defense Is a Good Offense: Adversarial Attacks to Avoid Modulation DetectionMuhammad Zaid Hameed, András György 0001, Deniz Gündüz. tifs, 16:1074-1087, 2021. [doi]

Bivariate Polynomial Coding for Efficient Distributed Matrix MultiplicationBurak Hasircioglu, Jesús Gómez-Vilardebó, Deniz Gündüz. jsait, 2(3):814-829, 2021. [doi]

Bandwidth-Agile Image Transmission With Deep Joint Source-Channel CodingDavid Burth Kurka, Deniz Gündüz. TWC, 20(12):8081-8095, 2021. [doi]

Pruning the Pilots: Deep Learning-Based Pilot Design and Channel Estimation for MIMO-OFDM SystemsMahdi Boloursaz Mashhadi, Deniz Gündüz. TWC, 20(10):6315-6328, 2021. [doi]

Federated mmWave Beam Selection Utilizing LIDAR DataMahdi Boloursaz Mashhadi, Mikolaj Jankowski, Tze-Yang Tung, Szymon Kobus, Deniz Gündüz. wcl, 10(10):2269-2273, 2021. [doi]

Distributed Deep Convolutional Compression for Massive MIMO CSI FeedbackMahdi Boloursaz Mashhadi, Qianqian Yang 0002, Deniz Gündüz. TWC, 20(4):2621-2633, 2021. [doi]

FedADC: Accelerated Federated Learning with Drift ControlEmre Ozfatura, Kerem Ozfatura, Deniz Gündüz. isit 2021: 467-472 [doi]

On Perfect PrivacyBorzoo Rassouli, Deniz Gündüz. jsait, 2(1):177-191, 2021. [doi]

Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small CellsDagnachew Azene Temesgene, Marco Miozzo, Deniz Gündüz, Paolo Dini. tsusc, 6(4):626-640, 2021. [doi]

Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy ChannelsTze-Yang Tung, Szymon Kobus, Joan S. Pujol Roig, Deniz Gündüz. jsac, 39(8):2590-2603, 2021. [doi]

All Publications

Filter by Year

[-]
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Deniz Gündüz'

Viewing Publication 1 - 100 from 379

2024

2023

2022

2021

All Publications

Filter by Year [-]OR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by TagOR AND NOT 1

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Deniz Gündüz'

Viewing Publication 1 - 100 from 379

2024

2023

2022

2021

Filter by Year

[-]
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1