Erdem Koyuncu

93 papers A* 1B 20C 4Misc 5Journal 53Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dataset Pruning Using Early Exit Networks.
ACM Trans. Intell. Syst. Technol.
Alperen Görmez, Erdem Koyuncu
2026 J jnl
Deep Learning Based Wildfire Detection for Peatland Fires Using Transfer Learning.
CoRR
Emadeldeen Hamdan, Ahmad Faiz Tharima, Mohd Zahirasri Mohd Tohir, Dayang Nur Sakinah Musa, Erdem Koyuncu, Adam J. Watts, Ahmet Enis Çetin
2025 — conf
Decentralized Model-Distributed Inference.
MILCOM
Alp Berke Ardic, Matthew Dwyer, Erdem Koyuncu
2025 C conf
Model-Distributed Inference for Large Language Models at the Edge.
LANMAN
Davide Macario, Hulya Seferoglu, Erdem Koyuncu
2025 J jnl
Model-Distributed Inference for Large Language Models at the Edge.
CoRR
Davide Macario, Hulya Seferoglu, Erdem Koyuncu
2024 J jnl
Centroidal Clustering of Noisy Observations by Using th Power Distortion Measures.
IEEE Trans. Neural Networks Learn. Syst.
Erdem Koyuncu
2024 J jnl
Class Based Thresholding in Early Exit Semantic Segmentation Networks.
IEEE Signal Process. Lett.
Alperen Görmez, Erdem Koyuncu
2024 J jnl
Contrastive and Non-Contrastive Strategies for Federated Self-Supervised Representation Learning and Deep Clustering.
IEEE J. Sel. Top. Signal Process.
Runxuan Miao, Erdem Koyuncu
2024 J jnl
Distributed Tomographic Reconstruction with Quantization.
CoRR
Runxuan Miao, Selin S. Aslan, Erdem Koyuncu, Doga Gürsoy
2024 C conf
Early-Exit Meets Model-Distributed Inference at Edge Networks.
LANMAN
Marco Colocrese, Erdem Koyuncu, Hulya Seferoglu
2024 J jnl
Early-Exit meets Model-Distributed Inference at Edge Networks.
CoRR
Marco Colocrese, Erdem Koyuncu, Hulya Seferoglu
2024 J jnl
Federated Momentum Contrastive Clustering.
ACM Trans. Intell. Syst. Technol.
Runxuan Miao, Erdem Koyuncu
2024 — conf
Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese.
LREC/COLING
Youheng W. Wong, Natalie Parde, Erdem Koyuncu
2024 J jnl
Information Theory in Emerging Wireless Communication Systems and Networks.
Entropy
Erdem Koyuncu
2023 J jnl
Adaptive and Resilient Model-Distributed Inference in Edge Computing Systems.
IEEE Open J. Commun. Soc.
Pengzhen Li, Erdem Koyuncu, Hulya Seferoglu
2023 — conf
Federated Representation Learning Through Clustering.
MLSP
Runxuan Miao, Erdem Koyuncu
2023 A* conf
Memorization Capacity of Neural Networks with Conditional Computation.
ICLR
Erdem Koyuncu
2023 J jnl
Memorization Capacity of Neural Networks with Conditional Computation.
CoRR
Erdem Koyuncu
2023 — conf
Model-Distributed Inference in Multi-Source Edge Networks.
ICASSP Workshops
Pengzhen Li, Hulya Seferoglu, Erdem Koyuncu
2023 C conf
Random Walking Snakes for Decentralized Learning at Edge Networks.
LANMAN
Alp Berke Ardic, Hulya Seferoglu, Salim El Rouayheb, Erdem Koyuncu
2023 — conf
Resource-Efficient Federated Clustering with Past Negatives Pool.
ICASSP Workshops
Runxuan Miao, Erdem Koyuncu
2022 J jnl
Class Based Thresholding in Early Exit Semantic Segmentation Networks.
CoRR
Alperen Görmez, Erdem Koyuncu
2022 — conf
Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire.
CVPR Workshops
Hongyi Pan, Diaa Badawi, Chang Chen, Adam C. Watts, Erdem Koyuncu, Ahmet Enis Çetin
2022 B conf
E
IJCNN
Alperen Görmez, Venkat R. Dasari, Erdem Koyuncu
2022 J jnl
Federated Momentum Contrastive Clustering.
CoRR
Runxuan Miao, Erdem Koyuncu
2022 Misc conf
Multiplication-Avoiding Variant of Power Iteration with Applications.
ICASSP
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
2022 J jnl
Optimal Placement of UAVs for Minimum Outage Probability.
IEEE Trans. Veh. Technol.
Maryam Shabanighazikelayeh, Erdem Koyuncu
2022 J jnl
Pruning Early Exit Networks.
CoRR
Alperen Görmez, Erdem Koyuncu
2022 B conf
REDIT: Resilient Distributed Text-to-Speech at Edge Networks.
GLOBECOM
Teng Li, Hulya Seferoglu, Erdem Koyuncu
2021 J jnl
Class Means as an Early Exit Decision Mechanism.
CoRR
Alperen Görmez, Erdem Koyuncu
2021 C conf
Model-Distributed DNN Training for Memory-Constrained Edge Computing Devices.
LANMAN
Pengzhen Li, Hulya Seferoglu, Venkat R. Dasari, Erdem Koyuncu
2021 J jnl
Multiplication-Avoiding Variant of Power Iteration with Applications.
CoRR
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
2021 Misc conf
Respipe: Resilient Model-Distributed DNN Training at Edge Networks.
ICASSP
Pengzhen Li, Erdem Koyuncu, Hulya Seferoglu
2021 — conf
Robust Principal Component Analysis Using a Novel Kernel Related with the $L_{1}$ -Norm.
EUSIPCO
Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
2021 J jnl
Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm.
CoRR
Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
2020 Misc conf
A Generalization of Principal Component Analysis.
ICASSP
Samuele Battaglino, Erdem Koyuncu
2020 J jnl
A Neural Network Based Fault Management Scheme for Reliable Image Processing.
IEEE Trans. Computers
Matteo Biasielli, Cristiana Bolchini, Luca Cassano, Erdem Koyuncu, Antonio Miele
2020 B conf
Optimal UAV Deployment for Rate Maximization in IoT Networks.
PIMRC
Maryam Shabanighazikelayeh, Erdem Koyuncu
2020 J jnl
Optimal UAV Deployment for Rate Maximization in IoT Networks.
CoRR
Maryam Shabanighazikelayeh, Erdem Koyuncu
2020 J jnl
Quantizing Multiple Sources to a Common Cluster Center: An Asymptotic Analysis.
CoRR
Erdem Koyuncu
2020 Misc conf
Robust and Computationally-Efficient Anomaly Detection Using Powers-Of-Two Networks.
ICASSP
Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, A. Enis Çetin
2020 — conf
The Tradeoff Between Coverage and Computation in Wireless Networks.
ICC
Erdem Koyuncu
2019 J jnl
A Generalization of Principal Component Analysis.
CoRR
Samuele Battaglino, Erdem Koyuncu
2019 J jnl
Asynchronous Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information.
IEEE Trans. Commun.
Erdem Koyuncu, Hamid Jafarkhani
2019 B conf
Outage-Optimized Deployment of UAVs.
PIMRC
Maryam Shabanighazikelayeh, Erdem Koyuncu
2019 J jnl
Outage-Optimized Deployment of UAVs.
CoRR
Maryam Shabanighazikelayeh, Erdem Koyuncu
2019 J jnl
Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks.
CoRR
Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, Ahmet Enis Çetin
2019 J jnl
The Tradeoff Between Coverage and Computation in Wireless Networks.
CoRR
Erdem Koyuncu
2018 J jnl
A Source Coding Perspective on Node Deployment in Two-Tier Networks.
IEEE Trans. Commun.
Jun Guo, Erdem Koyuncu, Hamid Jafarkhani
2018 J jnl
Asynchronous Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information.
CoRR
Erdem Koyuncu, Hamid Jafarkhani
2018 J jnl
Deployment and Trajectory Optimization of UAVs: A Quantization Theory Approach.
IEEE Trans. Wirel. Commun.
Erdem Koyuncu, Maryam Shabanighazikelayeh, Hulya Seferoglu
2018 B conf
Deployment and trajectory optimization for UAVs: A quantization theory approach.
WCNC
Erdem Koyuncu, Raheleh Khodabakhsh, Nitin Surya, Hulya Seferoglu
2018 J jnl
Interleaving Channel Estimation and Limited Feedback for Point-to-Point Systems With a Large Number of Transmit Antennas.
IEEE Trans. Wirel. Commun.
Erdem Koyuncu, Xun Zou, Hamid Jafarkhani
2018 J jnl
Interleaving Channel Estimation and Limited Feedback for Point-to-Point Systems with a Large Number of Transmit Antennas.
CoRR
Erdem Koyuncu, Xun Zou, Hamid Jafarkhani
2018 J jnl
Performance Gains of Optimal Antenna Deployment in Massive MIMO Systems.
IEEE Trans. Wirel. Commun.
Erdem Koyuncu
2018 — conf
Power-Efficient Deployment of UAVs as Relays.
SPAWC
Erdem Koyuncu
2018 J jnl
Power-Efficient Deployment of UAVs as Relays.
CoRR
Erdem Koyuncu
2017 J jnl
Deployment and Trajectory Optimization for UAVs: A Quantization Theory Approach.
CoRR
Erdem Koyuncu, Raheleh Khodabakhsh, Nitin Surya, Hulya Seferoglu
2017 — conf
Energy efficiency in two-tiered wireless sensor networks.
ICC
Jun Guo, Erdem Koyuncu, Hamid Jafarkhani
2017 B conf
Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information.
WCNC
Erdem Koyuncu, Hamid Jafarkhani
2017 J jnl
On the Minimum Average Distortion of Quantizers With Index-Dependent Distortion Measures.
IEEE Trans. Signal Process.
Erdem Koyuncu, Hamid Jafarkhani
2017 J jnl
Outage-Optimized Multicast Beamforming With Distributed Limited Feedback.
IEEE Trans. Wirel. Commun.
Erdem Koyuncu, Christian Remling, Xiaoyi Liu, Hamid Jafarkhani
2017 B conf
Performance Gains of Optimal Antenna Deployment for Massive MIMO Systems.
GLOBECOM
Erdem Koyuncu
2017 J jnl
Performance Gains of Optimal Antenna Deployment for Massive MIMO Systems.
CoRR
Erdem Koyuncu
2016 J jnl
Amplify-and-Forward Relay Networks With Variable-Length Limited Feedback.
IEEE Trans. Wirel. Commun.
Xiaoyi Liu, Hamid Jafarkhani, Erdem Koyuncu
2016 Misc conf
Blocking avoidance in wireless Networks.
ITA
Shanyu Zhou, Hulya Seferoglu, Erdem Koyuncu
2016 J jnl
Delay-Limited and Ergodic Capacities of MIMO Channels With Limited Feedback.
IEEE Trans. Commun.
Erdem Koyuncu, Hamid Jafarkhani
2016 J jnl
Energy Efficiency in Two-Tiered Wireless Sensor Networks.
CoRR
Jun Guo, Erdem Koyuncu, Hamid Jafarkhani
2016 J jnl
Flow Control and Scheduling for Shared FIFO Queues over Wireless Networks.
CoRR
Shanyu Zhou, Hulya Seferoglu, Erdem Koyuncu
2016 B conf
On the Minimum Distortion of Quantizers with Heterogeneous Reproduction Points.
DCC
Erdem Koyuncu, Hamid Jafarkhani
2016 B conf
Outage-optimized distributed quantizers for multicast beamforming.
ISIT
Erdem Koyuncu, Christian Remling, Xiaoyi Leo Liu, Hamid Jafarkhani
2015 B conf
Connectivity of Random Wireless Networks with Distributed Resource Allocation.
GLOBECOM
Erdem Koyuncu, Hamid Jafarkhani
2015 J jnl
Cooperative Quantization for Two-UserInterference Channels.
IEEE Trans. Commun.
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
2015 B conf
Interleaving training and limited feedback for point-to-point massive multiple-antenna systems.
ISIT
Erdem Koyuncu, Hamid Jafarkhani
2015 J jnl
Multicast Networks With Variable-Length Limited Feedback.
IEEE Trans. Wirel. Commun.
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
2015 B conf
Variable-Length Limited Feedback for Amplify-and-Forward Relay Networks.
GLOBECOM
Xiaoyi Leo Liu, Hamid Jafarkhani, Erdem Koyuncu
2014 B conf
A variable-length channel quantizer for multicast networks with two users.
GLOBECOM
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
2014 B conf
Delay-limited capacity of MIMO channels with limited feedback.
ISIT
Erdem Koyuncu, Hamid Jafarkhani
2014 J jnl
Distributed Channel Quantization for Two-User Interference Networks.
CoRR
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
2014 B conf
Distributed channel quantization for two-user interference networks.
GLOBECOM
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
2014 J jnl
Variable-Length Limited Feedback Beamforming in Multiple-Antenna Fading Channels.
IEEE Trans. Inf. Theory
Erdem Koyuncu, Hamid Jafarkhani
2013 J jnl
Variable-Length Channel Quantizers for Maximum Diversity and Array Gains
CoRR
Erdem Koyuncu, Hamid Jafarkhani
2013 B conf
Variable-length channel quantizers for maximum diversity and array gains.
ISIT
Erdem Koyuncu, Hamid Jafarkhani
2013 B conf
Very Low-Rate Variable-Length Channel Quantization for Minimum Outage Probability.
DCC
Erdem Koyuncu, Hamid Jafarkhani
2012 J jnl
Distributed Beamforming in Wireless Multiuser Relay-Interference Networks With Quantized Feedback.
IEEE Trans. Inf. Theory
Erdem Koyuncu, Hamid Jafarkhani
2012 J jnl
On the Structure of Limited-Feedback Beamforming Codebooks for Amplify-and-Forward Relay Networks.
IEEE Trans. Inf. Theory
Erdem Koyuncu, Hamid Jafarkhani
2012 J jnl
Very Low-Rate Variable-Length Channel Quantization for Minimum Outage Probability
CoRR
Erdem Koyuncu, Hamid Jafarkhani
2011 B conf
The necessity of relay selection for beamforming in amplify-and-forward networks.
ISIT
Erdem Koyuncu, Hamid Jafarkhani
2010 B conf
A Systematic Distributed Quantizer Design Method with an Application to MIMO Broadcast Channels.
DCC
Erdem Koyuncu, Hamid Jafarkhani
2010 J jnl
Distributed Beamforming in Wireless Multiuser Relay-Interference Networks with Quantized Feedback
CoRR
Erdem Koyuncu, Hamid Jafarkhani
2010 J jnl
The Necessity of Relay Selection
CoRR
Erdem Koyuncu, Hamid Jafarkhani
2009 B conf
Beamforming in Wireless Relay-Interference Networks with Quantized Feedback.
GLOBECOM
Erdem Koyuncu, Hamid Jafarkhani
2008 J jnl
Distributed beamforming in wireless relay networks with quantized feedback.
IEEE J. Sel. Areas Commun.
Erdem Koyuncu, Yindi Jing, Hamid Jafarkhani