Kemal Davaslioglu

82 papers B 4Misc 7Journal 44Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Coordinated Anti-Jamming Resilience in Swarm Networks via Multi-Agent Reinforcement Learning. CCNC Bahman Abolhassani, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2026	—	`conf`	How to Discover Knowledge for FutureG: Contextual RAG and LLM Prompting for O-RAN. CCNC Nathan Conger, Nathan Scollar, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2026	J	`jnl`	How to Discover Knowledge for FutureG: Contextual RAG and LLM Prompting for O-RAN. CoRR Nathan Conger, Nathan Scollar, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2025	J	`jnl`	Coordinated Anti-Jamming Resilience in Swarm Networks via Multi-Agent Reinforcement Learning. CoRR Bahman Abolhassani, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2025	—	`conf`	How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning. MILCOM Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sastry Kompella
2025	J	`jnl`	How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning. CoRR Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sastry Kompella
2025	—	`conf`	MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking. MILCOM Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sastry Kompella, Gustave Anderson, Jonathan Ashdown
2025	J	`jnl`	MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking. CoRR Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sastry Kompella, Gustave Anderson, Jonathan Ashdown
2025	Misc	`conf`	Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications. CISS Yalin E. Sagduyu, Tugba Erpek, Sastry Kompella, Kemal Davaslioglu
2025	J	`jnl`	Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications. CoRR Yalin E. Sagduyu, Tugba Erpek, Sastry Kompella, Kemal Davaslioglu
2025	—	`conf`	SemanticRF: Towards Robust RF Scene Retrieval Using Natural Language Supervision. MILCOM Trey Crump, Ali Maatouk, Kemal Davaslioglu, Sastry Kompella, Leandros Tassiulas
2024	—	`conf`	Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals. MILCOM Srihari Kamesh Kompella, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2024	J	`jnl`	Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals. CoRR Srihari K. Kompella, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2024	—	`conf`	Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation. MILCOM Kemal Davaslioglu, Sastry Kompella, Tugba Erpek, Yalin E. Sagduyu
2024	J	`jnl`	Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation. CoRR Kemal Davaslioglu, Sastry Kompella, Tugba Erpek, Yalin E. Sagduyu
2024	—	`conf`	I-SCOUT: Integrated Sensing and Communications to Uncover Moving Targets in NextG Networks. MILCOM Utku Demir, Kemal Davaslioglu, Yalin E. Sagduyu, Tugba Erpek, Gustave Anderson, Sastry Kompella
2023	J	`jnl`	Self-Supervised RF Signal Representation Learning for NextG Signal Classification With Deep Learning. IEEE Wirel. Commun. Lett. Kemal Davaslioglu, Serdar Boztas, Mehmet Can Ertem, Yalin E. Sagduyu, Ender Ayanoglu
2022	J	`jnl`	Adversarial Machine Learning for NextG Covert Communications Using Multiple Antennas. Entropy Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2022	—	`conf`	Autoencoder Communications with Optimized Interference Suppression for NextG RAN. FNWF Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
2022	J	`jnl`	Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers. IEEE Trans. Wirel. Commun. Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2022	—	`conf`	Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. MILCOM Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu
2022	J	`jnl`	Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. CoRR Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu
2022	J	`jnl`	End-to-End Autoencoder Communications with Optimized Interference Suppression. CoRR Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
2022	J	`jnl`	Machine Learning in NextG Networks via Generative Adversarial Networks. CoRR Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
2022	J	`jnl`	Machine Learning in NextG Networks via Generative Adversarial Networks. IEEE Trans. Cogn. Commun. Netw. Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
2022	J	`jnl`	Self-Supervised RF Signal Representation Learning for NextG Signal Classification with Deep Learning. CoRR Kemal Davaslioglu, Serdar Boztas, Mehmet Can Ertem, Yalin E. Sagduyu, Ender Ayanoglu
2021	—	`conf`	Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers. ICC Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2021	J	`jnl`	DeepWiFi: Cognitive WiFi with Deep Learning. IEEE Trans. Mob. Comput. Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu
2021	J	`jnl`	Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. IEEE Trans. Cogn. Commun. Netw. Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2020	—	`conf`	Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers. GLOBECOM (Workshops) Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2020	J	`jnl`	Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers. CoRR Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2020	J	`jnl`	Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers. CoRR Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2020	J	`jnl`	Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers. CoRR Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2020	Misc	`conf`	How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy. ACSSC Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy. CoRR Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	Misc	`conf`	Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. CISS Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. CoRR Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2020	—	`conf`	Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers. WiseML@WiSec Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2019	—	`conf`	Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. DySPAN Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
2019	J	`jnl`	Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
2019	J	`jnl`	DeepWiFi: Cognitive WiFi with Deep Learning. CoRR Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu
2019	—	`conf`	Generative Adversarial Network for Wireless Signal Spoofing. WiseML@WiSec Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2019	J	`jnl`	Generative Adversarial Network for Wireless Signal Spoofing. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2019	J	`jnl`	Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. CoRR Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
2019	Misc	`conf`	Measuring the Collective Allostatic Load. CogSIMA Kemal Davaslioglu, Bob Pokorny, Yalin E. Sagduyu, Henrik Molintas, Sohraab Soltani, Rebecca Grossman, Clint A. Bowers
2019	—	`conf`	QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. MILCOM Nof Abuzainab, Volkan Isler, Aylin Yener, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Mitesh P. Patel, Frank Panettieri, Muhammad A. Qureshi
2019	J	`jnl`	QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. CoRR Nof Abuzainab, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Mitesh P. Patel, Frank Panettieri, Muhammad A. Qureshi, Volkan Isler, Aylin Yener
2019	—	`conf`	Real-Time Experimentation of Deep Learning-based RF Signal Classifier on FPGA. DySPAN Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek
2019	—	`conf`	Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. MILCOM Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek
2019	J	`jnl`	Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. CoRR Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek
2019	—	`conf`	Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. DySPAN Kemal Davaslioglu, Yalin E. Sagduyu
2019	J	`jnl`	Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. CoRR Kemal Davaslioglu, Yalin E. Sagduyu
2018	J	`jnl`	Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls. CoRR Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
2018	—	`conf`	Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies. ICC Workshops Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Zhuo Lu, Jason H. Li
2018	—	`conf`	Generative Adversarial Learning for Spectrum Sensing. ICC Kemal Davaslioglu, Yalin E. Sagduyu
2018	J	`jnl`	Generative Adversarial Learning for Spectrum Sensing. CoRR Kemal Davaslioglu, Yalin E. Sagduyu
2018	—	`conf`	Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. ISSPIT Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
2018	—	`conf`	Routing, Network Coding and TCP Support for Wideband HF Communications. MILCOM Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Maice Costa, Kemal Davaslioglu, Hao Han, Daniel Fayette, Eric Johnson, Elizabeth S. Bentley, Clif Banner
2018	—	`ch.`	Vulnerability Detection and Analysis in Adversarial Deep Learning. Guide to Vulnerability Analysis for Computer Networks and Systems Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Renato Levy
2017	B	`conf`	Diversity and network coded 5G fronthaul wireless networks for ultra reliable and low latency communications. PIMRC Nabeel I. Sulieman, Eren Balevi, Kemal Davaslioglu, Richard D. Gitlin
2017	—	`conf`	Diversity coded 5G fronthaul wireless networks. WTS Nabeel Sulieman, Kemal Davaslioglu, Richard D. Gitlin
2017	B	`conf`	Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs. WCNC Yang Liu, Kemal Davaslioglu, Richard D. Gitlin
2017	Misc	`conf`	Energy efficiency and resource allocation of IEEE 802.15.6 IR-UWB WBANs: Current state-of-the-art and future directions. ITA Yang Liu, Kemal Davaslioglu, Richard D. Gitlin
2017	J	`jnl`	Three-Stage Resource Allocation Algorithm for Energy-Efficient Heterogeneous Networks. IEEE Trans. Veh. Technol. Cemil Can Coskun, Kemal Davaslioglu, Ender Ayanoglu
2016	B	`conf`	CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs. GLOBECOM Kemal Davaslioglu, Yang Liu, Richard D. Gitlin
2016	J	`jnl`	CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs. CoRR Kemal Davaslioglu, Yang Liu, Richard D. Gitlin
2016	J	`jnl`	Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs. CoRR Yang Liu, Kemal Davaslioglu, Richard D. Gitlin
2016	J	`jnl`	New Algorithms for Maximizing Cellular Wireless Network Energy Efficiency. CoRR Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu
2016	Misc	`conf`	New algorithms for maximizing cellular wireless network energy efficiency. ITA Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu
2015	B	`conf`	An Energy-Efficient Resource Allocation Algorithm with QoS Constraints for Heterogeneous Networks. GLOBECOM Cemil Can Coskun, Kemal Davaslioglu, Ender Ayanoglu
2015	—	`—`	Energy Efficiency and Load Balancing in Next-Generation Wireless Cellular Networks. Kemal Davaslioglu
2015	J	`jnl`	Energy-Efficient Resource Allocation for Fractional Frequency Reuse in Heterogeneous Networks. IEEE Trans. Wirel. Commun. Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu
2015	J	`jnl`	Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks. CoRR Kemal Davaslioglu, Ender Ayanoglu
2014	J	`jnl`	Efficiency and Fairness Trade-Offs in SC-FDMA Schedulers. IEEE Trans. Wirel. Commun. Kemal Davaslioglu, Ender Ayanoglu
2014	J	`jnl`	Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks. IEEE Commun. Surv. Tutorials Kemal Davaslioglu, Ender Ayanoglu
2013	J	`jnl`	Common Rate Maximization in Two-Layer Cellular Radio Systems CoRR Kemal Davaslioglu, Ender Ayanoglu
2013	J	`jnl`	Interference-Based Cell Selection in Heterogenous Networks CoRR Kemal Davaslioglu, Ender Ayanoglu
2013	Misc	`conf`	Interference-based cell selection in heterogenous networks. ITA Kemal Davaslioglu, Ender Ayanoglu
2012	—	`conf`	Common rate maximization in two-layer cellular radio systems. GLOBECOM Workshops Kemal Davaslioglu, Ender Ayanoglu
2012	J	`jnl`	Power Control in Multi-Layer Cellular Networks CoRR Kemal Davaslioglu, Ender Ayanoglu