| 2025 | LANMAN | Model-Distributed Inference for Large Language Models at the Edge. | Davide Macario, Hulya Seferoglu, Erdem Koyuncu |
| 2024 | COLING | Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese. | Youheng W. Wong, Natalie Parde, Erdem Koyuncu |
| 2024 | LANMAN | Early-Exit Meets Model-Distributed Inference at Edge Networks. | Marco Colocrese, Erdem Koyuncu, Hulya Seferoglu |
| 2023 | ICASSP | Model-Distributed Inference in Multi-Source Edge Networks. | Pengzhen Li, Hulya Seferoglu, Erdem Koyuncu |
| 2023 | ICASSP | Resource-Efficient Federated Clustering with Past Negatives Pool. | Runxuan Miao, Erdem Koyuncu |
| 2023 | ICLR | Memorization Capacity of Neural Networks with Conditional Computation. | Erdem Koyuncu |
| 2023 | LANMAN | Random Walking Snakes for Decentralized Learning at Edge Networks. | Alp Berke Ardic, Hulya Seferoglu, Salim El Rouayheb, Erdem Koyuncu |
| 2022 | CVPR | Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. | Hongyi Pan, Diaa Badawi, Chang Chen, Adam C. Watts, Erdem Koyuncu, Ahmet Enis etin |
| 2022 | GLOBECOM | REDIT: Resilient Distributed Text-to-Speech at Edge Networks. | Teng Li, Hulya Seferoglu, Erdem Koyuncu |
| 2022 | ICASSP | Multiplication-Avoiding Variant of Power Iteration with Applications. | Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis etin |
| 2022 | IJCNN | E | Alperen Grmez, Venkat R. Dasari, Erdem Koyuncu |
| 2021 | ICASSP | Respipe: Resilient Model-Distributed DNN Training at Edge Networks. | Pengzhen Li, Erdem Koyuncu, Hulya Seferoglu |
| 2021 | LANMAN | Model-Distributed DNN Training for Memory-Constrained Edge Computing Devices. | Pengzhen Li, Hulya Seferoglu, Venkat R. Dasari, Erdem Koyuncu |
| 2020 | ICASSP | A Generalization of Principal Component Analysis. | Samuele Battaglino, Erdem Koyuncu |
| 2020 | ICASSP | Robust and Computationally-Efficient Anomaly Detection Using Powers-Of-Two Networks. | Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, A. Enis etin |
| 2020 | PIMRC | Optimal UAV Deployment for Rate Maximization in IoT Networks. | Maryam Shabanighazikelayeh, Erdem Koyuncu |
| 2019 | PIMRC | Outage-Optimized Deployment of UAVs. | Maryam Shabanighazikelayeh, Erdem Koyuncu |
| 2018 | WCNC | Deployment and trajectory optimization for UAVs: A quantization theory approach. | Erdem Koyuncu, Raheleh Khodabakhsh, Nitin Surya, Hulya Seferoglu |
| 2017 | GLOBECOM | Performance Gains of Optimal Antenna Deployment for Massive MIMO Systems. | Erdem Koyuncu |
| 2017 | WCNC | Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information. | Erdem Koyuncu, Hamid Jafarkhani |
| 2016 | DCC | On the Minimum Distortion of Quantizers with Heterogeneous Reproduction Points. | Erdem Koyuncu, Hamid Jafarkhani |
| 2016 | ISIT | Outage-optimized distributed quantizers for multicast beamforming. | Erdem Koyuncu, Christian Remling, Xiaoyi Leo Liu, Hamid Jafarkhani |
| 2016 | ITA | Blocking avoidance in wireless Networks. | Shanyu Zhou, Hulya Seferoglu, Erdem Koyuncu |
| 2015 | GLOBECOM | Connectivity of Random Wireless Networks with Distributed Resource Allocation. | Erdem Koyuncu, Hamid Jafarkhani |
| 2015 | GLOBECOM | Variable-Length Limited Feedback for Amplify-and-Forward Relay Networks. | Xiaoyi Leo Liu, Hamid Jafarkhani, Erdem Koyuncu |
| 2015 | ISIT | Interleaving training and limited feedback for point-to-point massive multiple-antenna systems. | Erdem Koyuncu, Hamid Jafarkhani |
| 2014 | GLOBECOM | Distributed channel quantization for two-user interference networks. | Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani |
| 2014 | GLOBECOM | A variable-length channel quantizer for multicast networks with two users. | Xiaoyi Leo Liu, Erdem Koyuncu, Hamid Jafarkhani |
| 2014 | ISIT | Delay-limited capacity of MIMO channels with limited feedback. | Erdem Koyuncu, Hamid Jafarkhani |
| 2013 | DCC | Very Low-Rate Variable-Length Channel Quantization for Minimum Outage Probability. | Erdem Koyuncu, Hamid Jafarkhani |
| 2013 | ISIT | Variable-length channel quantizers for maximum diversity and array gains. | Erdem Koyuncu, Hamid Jafarkhani |
| 2011 | ISIT | The necessity of relay selection for beamforming in amplify-and-forward networks. | Erdem Koyuncu, Hamid Jafarkhani |
| 2010 | DCC | A Systematic Distributed Quantizer Design Method with an Application to MIMO Broadcast Channels. | Erdem Koyuncu, Hamid Jafarkhani |
| 2009 | GLOBECOM | Beamforming in Wireless Relay-Interference Networks with Quantized Feedback. | Erdem Koyuncu, Hamid Jafarkhani |