Erdem Koyuncu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 62

Top Topics

Wireless Networks

Noisy Observations

Robust Principal Component Analysis

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Alperen Görmez, Erdem Koyuncu
Class Based Thresholding in Early Exit Semantic Segmentation Networks. IEEE Signal Process. Lett. 31 (2024)
Youheng W. Wong, Natalie Parde, Erdem Koyuncu
Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese. LREC/COLING (2024)
Erdem Koyuncu
Information Theory in Emerging Wireless Communication Systems and Networks. Entropy 26 (7) (2024)
Erdem Koyuncu
Centroidal Clustering of Noisy Observations by Using th Power Distortion Measures. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Marco Colocrese, Erdem Koyuncu, Hulya Seferoglu
Early-Exit Meets Model-Distributed Inference at Edge Networks. LANMAN (2024)
Erdem Koyuncu
Memorization Capacity of Neural Networks with Conditional Computation. ICLR (2023)
Alp Berke Ardic, Hulya Seferoglu, Salim El Rouayheb, Erdem Koyuncu
Random Walking Snakes for Decentralized Learning at Edge Networks. LANMAN (2023)
Erdem Koyuncu
Memorization Capacity of Neural Networks with Conditional Computation. CoRR (2023)
Pengzhen Li, Hulya Seferoglu, Erdem Koyuncu
Model-Distributed Inference in Multi-Source Edge Networks. ICASSP Workshops (2023)
Pengzhen Li, Erdem Koyuncu, Hulya Seferoglu
Adaptive and Resilient Model-Distributed Inference in Edge Computing Systems. IEEE Open J. Commun. Soc. 4 (2023)
Runxuan Miao, Erdem Koyuncu
Federated Representation Learning Through Clustering. MLSP (2023)
Runxuan Miao, Erdem Koyuncu
Resource-Efficient Federated Clustering with Past Negatives Pool. ICASSP Workshops (2023)
Maryam Shabanighazikelayeh, Erdem Koyuncu
Optimal Placement of UAVs for Minimum Outage Probability. IEEE Trans. Veh. Technol. 71 (9) (2022)
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
Multiplication-Avoiding Variant of Power Iteration with Applications. ICASSP (2022)
Runxuan Miao, Erdem Koyuncu
Federated Momentum Contrastive Clustering. CoRR (2022)
Alperen Görmez, Venkat R. Dasari, Erdem Koyuncu
CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning. IJCNN (2022)
Alperen Görmez, Erdem Koyuncu
Class Based Thresholding in Early Exit Semantic Segmentation Networks. CoRR (2022)
Alperen Görmez, Erdem Koyuncu
Pruning Early Exit Networks. CoRR (2022)
Teng Li, Hulya Seferoglu, Erdem Koyuncu
REDIT: Resilient Distributed Text-to-Speech at Edge Networks. GLOBECOM (2022)
Hongyi Pan, Diaa Badawi, Chang Chen, Adam Watts, Erdem Koyuncu, Ahmet Enis Çetin
Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. CVPR Workshops (2022)
Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
Robust Principal Component Analysis Using a Novel Kernel Related with the $L_{1}$ -Norm. EUSIPCO (2021)
Alperen Gormez, Erdem Koyuncu
Class Means as an Early Exit Decision Mechanism. CoRR (2021)
Pengzhen Li, Hulya Seferoglu, Venkat R. Dasari, Erdem Koyuncu
Model-Distributed DNN Training for Memory-Constrained Edge Computing Devices. LANMAN (2021)
Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm. CoRR (2021)
Pengzhen Li, Erdem Koyuncu, Hulya Seferoglu
Respipe: Resilient Model-Distributed DNN Training at Edge Networks. ICASSP (2021)
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
Multiplication-Avoiding Variant of Power Iteration with Applications. CoRR (2021)
Samuele Battaglino, Erdem Koyuncu
A Generalization of Principal Component Analysis. ICASSP (2020)
Erdem Koyuncu
Quantizing Multiple Sources to a Common Cluster Center: An Asymptotic Analysis. CoRR (2020)
Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, A. Enis Çetin
Robust and Computationally-Efficient Anomaly Detection Using Powers-Of-Two Networks. ICASSP (2020)
Matteo Biasielli, Cristiana Bolchini, Luca Cassano, Erdem Koyuncu, Antonio Miele
A Neural Network Based Fault Management Scheme for Reliable Image Processing. IEEE Trans. Computers 69 (5) (2020)
Maryam Shabanighazikelayeh, Erdem Koyuncu
Optimal UAV Deployment for Rate Maximization in IoT Networks. CoRR (2020)
Erdem Koyuncu
The Tradeoff Between Coverage and Computation in Wireless Networks. ICC (2020)
Maryam Shabanighazikelayeh, Erdem Koyuncu
Optimal UAV Deployment for Rate Maximization in IoT Networks. PIMRC (2020)
Samuele Battaglino, Erdem Koyuncu
A Generalization of Principal Component Analysis. CoRR (2019)
Erdem Koyuncu, Hamid Jafarkhani
Asynchronous Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information. IEEE Trans. Commun. 67 (3) (2019)
Maryam Shabanighazikelayeh, Erdem Koyuncu
Outage-Optimized Deployment of UAVs. CoRR (2019)
Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, Ahmet Enis Çetin
Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks. CoRR (2019)
Erdem Koyuncu
The Tradeoff Between Coverage and Computation in Wireless Networks. CoRR (2019)
Maryam Shabanighazikelayeh, Erdem Koyuncu
Outage-Optimized Deployment of UAVs. PIMRC (2019)
Erdem Koyuncu
Power-Efficient Deployment of UAVs as Relays. SPAWC (2018)
Erdem Koyuncu, Xun Zou, Hamid Jafarkhani
Interleaving Channel Estimation and Limited Feedback for Point-to-Point Systems with a Large Number of Transmit Antennas. CoRR (2018)
Erdem Koyuncu, Maryam Shabanighazikelayeh, Hulya Seferoglu
Deployment and Trajectory Optimization of UAVs: A Quantization Theory Approach. IEEE Trans. Wirel. Commun. 17 (12) (2018)
Erdem Koyuncu, Raheleh Khodabakhsh, Nitin Surya, Hulya Seferoglu
Deployment and trajectory optimization for UAVs: A quantization theory approach. WCNC (2018)
Jun Guo, Erdem Koyuncu, Hamid Jafarkhani
A Source Coding Perspective on Node Deployment in Two-Tier Networks. IEEE Trans. Commun. 66 (7) (2018)
Erdem Koyuncu, Xun Zou, Hamid Jafarkhani
Interleaving Channel Estimation and Limited Feedback for Point-to-Point Systems With a Large Number of Transmit Antennas. IEEE Trans. Wirel. Commun. 17 (10) (2018)
Erdem Koyuncu, Hamid Jafarkhani
Asynchronous Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information. CoRR (2018)
Erdem Koyuncu
Performance Gains of Optimal Antenna Deployment in Massive MIMO Systems. IEEE Trans. Wirel. Commun. 17 (4) (2018)
Erdem Koyuncu
Power-Efficient Deployment of UAVs as Relays. CoRR (2018)
Erdem Koyuncu, Hamid Jafarkhani
Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information. WCNC (2017)
Erdem Koyuncu, Hamid Jafarkhani
On the Minimum Average Distortion of Quantizers With Index-Dependent Distortion Measures. IEEE Trans. Signal Process. 65 (17) (2017)
Erdem Koyuncu
Performance Gains of Optimal Antenna Deployment for Massive MIMO Systems. CoRR (2017)
Jun Guo, Erdem Koyuncu, Hamid Jafarkhani
Energy efficiency in two-tiered wireless sensor networks. ICC (2017)
Erdem Koyuncu, Christian Remling, Xiaoyi Liu, Hamid Jafarkhani
Outage-Optimized Multicast Beamforming With Distributed Limited Feedback. IEEE Trans. Wirel. Commun. 16 (4) (2017)
Erdem Koyuncu, Raheleh Khodabakhsh, Nitin Surya, Hulya Seferoglu
Deployment and Trajectory Optimization for UAVs: A Quantization Theory Approach. CoRR (2017)
Erdem Koyuncu
Performance Gains of Optimal Antenna Deployment for Massive MIMO Systems. GLOBECOM (2017)
Xiaoyi Liu, Hamid Jafarkhani, Erdem Koyuncu
Amplify-and-Forward Relay Networks With Variable-Length Limited Feedback. IEEE Trans. Wirel. Commun. 15 (11) (2016)
Shanyu Zhou, Hulya Seferoglu, Erdem Koyuncu
Blocking avoidance in wireless Networks. ITA (2016)
Erdem Koyuncu, Christian Remling, Xiaoyi Leo Liu, Hamid Jafarkhani
Outage-optimized distributed quantizers for multicast beamforming. ISIT (2016)
Shanyu Zhou, Hulya Seferoglu, Erdem Koyuncu
Flow Control and Scheduling for Shared FIFO Queues over Wireless Networks. CoRR (2016)
Erdem Koyuncu, Hamid Jafarkhani
Delay-Limited and Ergodic Capacities of MIMO Channels With Limited Feedback. IEEE Trans. Commun. 64 (9) (2016)
Jun Guo, Erdem Koyuncu, Hamid Jafarkhani
Energy Efficiency in Two-Tiered Wireless Sensor Networks. CoRR (2016)
Erdem Koyuncu, Hamid Jafarkhani
On the Minimum Distortion of Quantizers with Heterogeneous Reproduction Points. DCC (2016)
Erdem Koyuncu, Hamid Jafarkhani
Interleaving training and limited feedback for point-to-point massive multiple-antenna systems. ISIT (2015)
Xiaoyi Leo Liu, Hamid Jafarkhani, Erdem Koyuncu
Variable-Length Limited Feedback for Amplify-and-Forward Relay Networks. GLOBECOM (2015)
Erdem Koyuncu, Hamid Jafarkhani
Connectivity of Random Wireless Networks with Distributed Resource Allocation. GLOBECOM (2015)
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
Multicast Networks With Variable-Length Limited Feedback. IEEE Trans. Wirel. Commun. 14 (1) (2015)
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
Cooperative Quantization for Two-UserInterference Channels. IEEE Trans. Commun. 63 (7) (2015)
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
Distributed channel quantization for two-user interference networks. GLOBECOM (2014)
Erdem Koyuncu, Hamid Jafarkhani
Delay-limited capacity of MIMO channels with limited feedback. ISIT (2014)
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
A variable-length channel quantizer for multicast networks with two users. GLOBECOM (2014)
Erdem Koyuncu, Hamid Jafarkhani
Variable-Length Limited Feedback Beamforming in Multiple-Antenna Fading Channels. IEEE Trans. Inf. Theory 60 (11) (2014)
Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani
Distributed Channel Quantization for Two-User Interference Networks. CoRR (2014)
Erdem Koyuncu, Hamid Jafarkhani
Variable-length channel quantizers for maximum diversity and array gains. ISIT (2013)
Erdem Koyuncu, Hamid Jafarkhani
Variable-Length Channel Quantizers for Maximum Diversity and Array Gains CoRR (2013)
Erdem Koyuncu, Hamid Jafarkhani
Very Low-Rate Variable-Length Channel Quantization for Minimum Outage Probability. DCC (2013)
Erdem Koyuncu, Hamid Jafarkhani
Very Low-Rate Variable-Length Channel Quantization for Minimum Outage Probability CoRR (2012)
Erdem Koyuncu, Hamid Jafarkhani
On the Structure of Limited-Feedback Beamforming Codebooks for Amplify-and-Forward Relay Networks. IEEE Trans. Inf. Theory 58 (5) (2012)
Erdem Koyuncu, Hamid Jafarkhani
Distributed Beamforming in Wireless Multiuser Relay-Interference Networks With Quantized Feedback. IEEE Trans. Inf. Theory 58 (7) (2012)
Erdem Koyuncu, Hamid Jafarkhani
The necessity of relay selection for beamforming in amplify-and-forward networks. ISIT (2011)
Erdem Koyuncu, Hamid Jafarkhani
A Systematic Distributed Quantizer Design Method with an Application to MIMO Broadcast Channels. DCC (2010)
Erdem Koyuncu, Hamid Jafarkhani
The Necessity of Relay Selection CoRR (2010)
Erdem Koyuncu, Hamid Jafarkhani
Distributed Beamforming in Wireless Multiuser Relay-Interference Networks with Quantized Feedback CoRR (2010)
Erdem Koyuncu, Hamid Jafarkhani
Beamforming in Wireless Relay-Interference Networks with Quantized Feedback. GLOBECOM (2009)
Erdem Koyuncu, Yindi Jing, Hamid Jafarkhani
Distributed beamforming in wireless relay networks with quantized feedback. IEEE J. Sel. Areas Commun. 26 (8) (2008)