Deniz Gündüz

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 523

Top Venues

CoRR

ISIT

IEEE J. Sel. Areas Commun.

ICC

Publications

Yulin Shao, Chenghong Bian, Li Yang, Qianqian Yang, Zhaoyang Zhang, Deniz Gündüz
Point Cloud in the Air. CoRR (2024)
Haotian Wu, Maojun Zhang, Yulin Shao, Krystian Mikolajczyk, Deniz Gündüz
MIMO Channel as a Neural Function: Implicit Neural Representations for Extreme CSI Compression in Massive MIMO Systems. CoRR (2024)
Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation. CoRR (2024)
Selim F. Yilmaz, Xueyan Niu, Bo Bai, Wei Han, Lei Deng, Deniz Gündüz
High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models. INFOCOM (Workshops) (2024)
Zhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue, Deyu Meng, Deniz Gündüz
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jiajun Luo, Deniz Gündüz
Learning-Based Autonomous Channel Access in the Presence of Hidden Terminals. IEEE Trans. Mob. Comput. 23 (5) (2024)
Behrooz Razeghi, Marzieh Gheisari, Amir Ahooye Atashin, Dimche Kostadinov, Sébastien Marcel, Deniz Gündüz, Slava Voloshynovskiy
Group Membership Verification via Nonlinear Sparsifying Transform Learning. IEEE Access 12 (2024)
Li Qiao, Zhen Gao, Mahdi Boloursaz Mashhadi, Deniz Gündüz
Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning. CoRR (2024)
Zhixiong Yang, Jingyuan Xia, Shengxi Li, Wende Liu, Shuaifeng Zhi, Shuanghui Zhang, Li Liu, Yaowen Fu, Deniz Gündüz
Meta-learning based blind image super-resolution approach to different degradations. Neural Networks 178 (2024)
Jaeyoung Song, Deniz Gündüz, Wan Choi
Optimal Scheduling Policy for Minimizing Age of Information With a Relay. IEEE Internet Things J. 11 (4) (2024)
Isaac Shiri, Behrooz Razeghi, Sohrab Ferdowsi, Yazdan Salimi, Deniz Gündüz, Douglas Teodoro, Slava Voloshynovskiy, Habib Zaidi
PRIMIS: Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscation. J. Biomed. Informatics 150 (2024)
Burak Hasircioglu, Deniz Gündüz
Communication Efficient Private Federated Learning Using Dithering. ICASSP (2024)
Anastasia Kurmukova, Deniz Gündüz
Friendly Attacks to Improve Channel Coding Reliability. CoRR (2024)
Pietro Talli, Edoardo David Santi, Federico Chiariotti, Touraj Soleymani, Federico Mason, Andrea Zanella, Deniz Gündüz
Pragmatic Communication for Remote Control of Finite-State Markov Processes. CoRR (2024)
Chenghong Bian, Yulin Shao, Haotian Wu, Emre Ozfatura, Deniz Gündüz
Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks. CoRR (2024)
Berivan Isik, Francesco Pase, Deniz Gündüz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi
Adaptive Compression in Federated Learning via Side Information. AISTATS (2024)
Jiakang Chen, Di You, Deniz Gündüz, Pier Luigi Dragotti
CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models. ICASSP (2024)
Selim F. Yilmaz, Burak Hasircioglu, Li Qiao, Deniz Gündüz
Private Collaborative Edge Inference via Over-the-Air Computation. CoRR (2024)
Saad Kriouile, Mohamad Assaad, Deniz Gündüz, Touraj Soleymani
Optimal Denial-of-Service Attacks Against Status Updating. CoRR (2024)
Edoardo David Santi, Touraj Soleymani, Deniz Gündüz
Remote Estimation of Markov Processes over Costly Channels: On the Benefits of Implicit Information. CoRR (2024)
Jiancheng Tang, Qianqian Yang, Deniz Gündüz
Distributed Indirect Source Coding with Decoder Side Information. CoRR (2024)
Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Deniz Gündüz, Nir Weinberger
Maximal-Capacity Discrete Memoryless Channel Identification. CoRR (2024)
Kerem Ozfatura, Emre Ozfatura, Alptekin Küpçü, Deniz Gündüz
Byzantines Can Also Learn From History: Fall of Centered Clipping in Federated Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Szymon Kobus, Lucas Theis, Deniz Gündüz
Gaussian Channel Simulation with Rotated Dithered Quantization. CoRR (2024)
Waleed El-Geresy, Christos Papavassiliou, Deniz Gündüz
Event-Based Simulation of Stochastic Memristive Devices for Neuromorphic Computing. CoRR (2024)
Waleed El-Geresy, Deniz Gündüz
Adversarial Jamming for Autoencoder Distribution Matching. ICASSP (2024)
Emilio Calvanese Strinati, Paolo Di Lorenzo, Vincenzo Sciancalepore, Adnan Aijaz, Marios Kountouris, Deniz Gündüz, Petar Popovski, Mohamed Sana, Photios A. Stavrou, Beatriz Soret, Nicola Cordeschi, Simone Scardapane, Mattia Merluzzi, Lanfranco Zanzi, Mauro Renato Boldi, Tony Q. S. Quek, Nicola di Pietro, Olivier Forceville, Francesca Costanzo, Peizheng Li
Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach. EuCNC/6G Summit (2024)
Mehdi Sattari, Hao Guo, Deniz Gündüz, Ashkan Panahi, Tommy Svensson
Full-Duplex Millimeter Wave MIMO Channel Estimation: A Neural Network Approach. CoRR (2024)
Yassine Hamdi, Aaron B. Wagner, Deniz Gündüz
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness. CoRR (2024)
Touraj Soleymani, John S. Baras, Deniz Gündüz
Networked Control with Hybrid Automatic Repeat Request Protocols. CoRR (2024)
Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Deniz Gündüz, Nir Weinberger
Capacity-Maximizing Input Symbol Selection for Discrete Memoryless Channels. CoRR (2024)
Bohan Li, Yiming Liu, Xueyan Niu, Bo Bai, Lei Deng, Deniz Gündüz
Extreme Video Compression with Pre-trained Diffusion Models. CoRR (2024)
Anastasia Kurmukova, Deniz Gündüz
Friendly Attacks to Improve Channel Coding Reliability. AAAI (2024)
Emre Ozfatura, Kerem Ozfatura, Alptekin Küpçü, Deniz Gündüz
Aggressive or Imperceptible, or Both: Network Pruning Assisted Hybrid Byzantines in Federated Learning. CoRR (2024)
Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu
Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks. CoRR (2024)
Michal Yemini, Rajarshi Saha, Emre Ozfatura, Deniz Gündüz, Andrea J. Goldsmith
Robust Semi-Decentralized Federated Learning via Collaborative Relaying. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Sreejith Sreekumar, Deniz Gündüz
Distributed Hypothesis Testing over a Noisy Channel: Error-Exponents Trade-Off. Entropy 25 (2) (2023)
Mikolaj Jankowski, Deniz Gündüz, Krystian Mikolajczyk
Adaptive Early Exiting for Collaborative Inference over Noisy Wireless Channels. CoRR (2023)
Amirreza Zamani, Tobias J. Oechtering, Deniz Gündüz, Mikael Skoglund
Private Variable-Length Coding with Sequential Encoder. CoRR (2023)
Nitish Mital, Ezgi Özyilkan, Ali Garjani, Deniz Gündüz
Neural Distributed Image Compression with Cross-Attention Feature Alignment. WACV (2023)
Haotian Wu, Yulin Shao, Emre Ozfatura, Krystian Mikolajczyk, Deniz Gündüz
Transformer-aided Wireless Image Transmission with Channel Feedback. CoRR (2023)
Zhixiong Yang, Jingyuan Xia, Tong Qiu, Huaizhang Liao, Deniz Gündüz
A Meta-Learning based Gradient Descent Algorithm for MU-MIMO Beamforming. WCSP (2023)
Jingheng Zheng, Wanli Ni, Hui Tian, Deniz Gündüz, Tony Q. S. Quek, Zhu Han
Semi-Federated Learning: Convergence Analysis and Optimization of a Hybrid Learning Framework. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Yulin Shao, Soung Chang Liew, Deniz Gündüz
Denoising Noisy Neural Networks: A Bayesian Approach With Compensation. IEEE Trans. Signal Process. 71 (2023)
Berivan Isik, Francesco Pase, Deniz Gündüz, Tsachy Weissman, Michele Zorzi
Sparse Random Networks for Communication-Efficient Federated Learning. ICLR (2023)
Xueyan Niu, Xu Wang, Deniz Gündüz, Bo Bai, Weichao Chen, Guohua Zhou
A Hybrid Wireless Image Transmission Scheme with Diffusion. CoRR (2023)
Selim F. Yilmaz, Can Karamanli, Deniz Gündüz
Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel. ICC (2023)
Selim F. Yilmaz, Ezgi Özyilkan, Deniz Gündüz, Elza Erkip
Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information. CoRR (2023)
Yassine Hamdi, Deniz Gündüz
The Rate-Distortion-Perception Trade-off with Side Information. CoRR (2023)
Haotian Wu, Yulin Shao, Chenghong Bian, Krystian Mikolajczyk, Deniz Gündüz
Deep Joint Source-Channel Coding for Adaptive Image Transmission over MIMO Channels. CoRR (2023)
Chenghong Bian, Yulin Shao, Deniz Gündüz
DeepJSCC-l++: Robust and Bandwidth-Adaptive Wireless Image Transmission. CoRR (2023)
Chenghong Bian, Yulin Shao, Deniz Gündüz
Wireless Point Cloud Transmission. CoRR (2023)
Jingheng Zheng, Wanli Ni, Hui Tian, Deniz Gündüz, Tony Q. S. Quek, Zhu Han
Semi-Federated Learning: Convergence Analysis and Optimization of A Hybrid Learning Framework. CoRR (2023)
Francesco Pase, Szymon Kobus, Deniz Gündüz, Michele Zorzi
Semantic Communication of Learnable Concepts. CoRR (2023)
Yulin Shao, Deniz Gündüz
Semantic Communications With Discrete-Time Analog Transmission: A PAPR Perspective. IEEE Wirel. Commun. Lett. 12 (3) (2023)
Emre Ozfatura, Yulin Shao, Amin Ghazanfari, Alberto Perotti, Branislav M. Popovic, Deniz Gündüz
Feedback is Good, Active Feedback is Better: Block Attention Active Feedback Codes. ICC (2023)
Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu
Data-Heterogeneous Hierarchical Federated Learning with Mobility. ITC (2023)
Behrooz Razeghi, Flávio P. Calmon, Deniz Gündüz, Slava Voloshynovskiy
Bottlenecks CLUB: Unifying Information-Theoretic Trade-Offs Among Complexity, Leakage, and Utility. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Qiao Lan, Qunsong Zeng, Petar Popovski, Deniz Gündüz, Kaibin Huang
Progressive Feature Transmission for Split Classification at the Wireless Edge. IEEE Trans. Wirel. Commun. 22 (6) (2023)
Emre Ozfatura, Chenghong Bian, Deniz Gündüz
Do not Interfere but Cooperate: A Fully Learnable Code Design for Multi-Access Channels with Feedback. CoRR (2023)
Emre Ozfatura, Chenghong Bian, Deniz Gündüz
Do not Interfere but Cooperate: A Fully Learnable Code Design for Multi-Access Channels with Feedback. ISTC (2023)
Xueyan Niu, Deniz Gündüz, Bo Bai, Wei Han
Conditional Rate-Distortion-Perception Trade-Off. ISIT (2023)
Burak Hasircioglu, Deniz Gündüz
Communication Efficient Private Federated Learning Using Dithering. CoRR (2023)
Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu
Data-Heterogeneous Hierarchical Federated Learning with Mobility. CoRR (2023)
Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
Gradient Coding With Dynamic Clustering for Straggler-Tolerant Distributed Learning. IEEE Trans. Commun. 71 (6) (2023)
Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Deniz Gündüz, Nir Weinberger
Maximal-Capacity Discrete Memoryless Channel Identification. ISIT (2023)
Li Qiao, Zhen Gao, Zhongxiang Li, Deniz Gündüz
Unsourced Massive Access-Based Digital Over-the-Air Computation for Efficient Federated Edge Learning. ISIT (2023)
Martin Voigt Vejling, Federico Chiariotti, Anders Ellersgaard Kalør, Deniz Gündüz, Gianluigi Liva, Petar Popovski
Learning-Based Rich Feedback HARQ for Energy-Efficient Short Packet Transmission. CoRR (2023)
Touraj Soleymani, Deniz Gündüz
State Estimation over Broadcast and Multi-Access Channels in an Unreliable Regime. CoRR (2023)
Amirreza Zamani, Tobias J. Oechtering, Deniz Gündüz, Mikael Skoglund
Private Variable-Length Coding with Zero Leakage. CoRR (2023)
Amirreza Zamani, Tobias J. Oechtering, Deniz Gündüz, Mikael Skoglund
Cache-Aided Private Variable-Length Coding with Zero and Non-Zero Leakage. CoRR (2023)
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Active Privacy-Utility Trade-Off Against Inference in Time-Series Data Sharing. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Lorenzo Mario Amorosa, Marco Skocaj, Roberto Verdone, Deniz Gündüz
Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs. CoRR (2023)
Zhan Gao, Yulin Shao, Deniz Gündüz, Amanda Prorok
Decentralized Channel Management in WLANs with Graph Neural Networks. ICC (2023)
Yulin Shao, Emre Ozfatura, Alberto G. Perotti, Branislav M. Popovic, Deniz Gündüz
AttentionCode: Ultra-Reliable Feedback Codes for Short-Packet Communications. IEEE Trans. Commun. 71 (8) (2023)
Wing Fei Lo, Nitish Mital, Haotian Wu, Deniz Gündüz
Collaborative Semantic Communication at the Edge. CoRR (2023)
Bowen Xie, Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Yang Xu, Jingran Chen, Deniz Gündüz
MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected Vehicles. ICC (2023)
Selim F. Yilmaz, Xueyan Niu, Bo Bai, Wei Han, Lei Deng, Deniz Gündüz
High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models. CoRR (2023)
Deniz Gündüz, Zhijin Qin, Inaki Estella Aguerri, Harpreet S. Dhillon, Zhaohui Yang, Aylin Yener, Kai-Kit Wong, Chan-Byoung Chae
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications. IEEE J. Sel. Areas Commun. 41 (1) (2023)
Tze-Yang Tung, Deniz Gündüz
Deep Joint Source-Channel and Encryption Coding: Secure Semantic Communications. ICC (2023)
Francesco Pase, Szymon Kobus, Deniz Gündüz, Michele Zorzi
Semantic Communication of Learnable Concepts. ISIT (2023)
Seyyed AmirHossein Ameli Kalkhoran, Mehdi Letafati, Ecenaz Erdemir, Babak Hossein Khalaj, Hamid Behroozi, Deniz Gündüz
Secure Deep-JSCC Against Multiple Eavesdroppers. CoRR (2023)
Yang Wang, Zhen Gao, Dezhi Zheng, Sheng Chen, Deniz Gündüz, H. Vincent Poor
Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic Communication. IEEE Wirel. Commun. 30 (6) (2023)
Feyzi Ege Kumec, Aslihan Reyhanoglu, Emrah Kar, Bugra Turan, Sinem Coleri, Mehdi Bennis, Anis Elgabli, Deniz Gündüz, Sercan Karaagac
Federated Learning for Pedestrian Detection in Vehicular Networks. BlackSeaCom (2023)
Jiakang Chen, Di You, Deniz Gündüz, Pier Luigi Dragotti
CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models. CoRR (2023)
Li Qiao, Zhen Gao, Zhongxiang Li, Deniz Gündüz
Unsourced Massive Access-Based Digital Over-the-Air Computation for Efficient Federated Edge Learning. CoRR (2023)
Berivan Isik, Francesco Pase, Deniz Gündüz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi
Communication-Efficient Federated Learning through Importance Sampling. CoRR (2023)
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, Peter Boor, Deniz Gündüz, Slava Voloshynovskiy, Habib Zaidi
Multi-institutional PET/CT image segmentation using federated deep transformer learning. Comput. Methods Programs Biomed. 240 (2023)
Deniz Gündüz, Zhijin Qin, Inaki Estella Aguerri, Harpreet S. Dhillon, Zhaohui Yang, Aylin Yener, Kai-Kit Wong, Chan-Byoung Chae
Guest Editorial Special Issue on Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications. IEEE J. Sel. Areas Commun. 41 (1) (2023)
Marcello Bullo, Seifallah Jardak, Pietro Carnelli, Deniz Gündüz
Sustainable Edge Intelligence Through Energy-Aware Early Exiting. MLSP (2023)
Amirreza Zamani, Tobias J. Oechtering, Deniz Gündüz, Mikael Skoglund
Private Variable-Length Coding with Zero Leakage. WIFS (2023)
Chenghong Bian, Yulin Shao, Deniz Gündüz
DeepJSCC-1++: Robust and Bandwidth-Adaptive Wireless Image Transmission. GLOBECOM (2023)
Deniz Gündüz, Federico Chiariotti, Kaibin Huang, Anders E. Kalør, Szymon Kobus, Petar Popovski
Timely and Massive Communication in 6G: Pragmatics, Learning, and Inference. CoRR (2023)
Amirreza Zamani, Tobias J. Oechtering, Deniz Gündüz, Mikael Skoglund
Cache-Aided Private Variable-Length Coding with Zero and Non-Zero Leakage. WiOpt (2023)
Jialong Xu, Tze-Yang Tung, Bo Ai, Wei Chen, Yuxuan Sun, Deniz Gündüz
Deep Joint Source-Channel Coding for Semantic Communications. IEEE Commun. Mag. 61 (11) (2023)
Deniz Gündüz, Victoria Kostina, Petar Popovski, Yin Sun, Aylin Yener, Sennur Ulukus, Tara Javidi
Guest Editorial Special Issue on the Role of Freshness and Semantic Measures in the Transmission of Information for Next-Generation Networks. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Wing Fei Lo, Nitish Mital, Haotian Wu, Deniz Gündüz
Collaborative Semantic Communication for Edge Inference. IEEE Wirel. Commun. Lett. 12 (7) (2023)
Ecenaz Erdemir, Tze-Yang Tung, Pier Luigi Dragotti, Deniz Gündüz
Generative Joint Source-Channel Coding for Semantic Image Transmission. IEEE J. Sel. Areas Commun. 41 (8) (2023)
Chenghong Bian, Yulin Shao, Haotian Wu, Deniz Gündüz
Space-Time Design for Deep Joint Source Channel Coding of Images over MIMO Channels. SPAWC (2023)
Borzoo Rassouli, Deniz Gündüz
Information-Theoretic Privacy-Preserving Schemes Based On Perfect Privacy. CoRR (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deniz Gündüz