2025 · Sümeye Nur Karahan, İbrahim Yazici, et al. · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA) · 6

The Integration of Agentic AI in 6G Wireless Networks: State-of-the-Art, Challenges, and Future Perspectives

2025 · Sedat Çımen, Sümeye Nur Karahan, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 5

Towards 6G Semantic Communication: Technologies, Applications, and Research Challenges

2025 · Sümeye Nur Karahan, Osman Kaya · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA) · 5

Deep-Unfolded Tikhonov-Regularized Conjugate Gradient Algorithm for MIMO Detection

2024 · Sümeye Nur Karahan, Aykut Kalaycıoğlu · Electronics · 4

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When Beneficial Intelligence Turns Hostile: A Survey of Adversarial Threats in AI-Native 6G

2026 · Mücahit Altintaş, Sümeye Nur Karhan, et al. · IEEE Open Journal of the Communications Society · 3

MIMO Detection Algorithms – Deep Learning Based and Traditional Methods

2022 · Sumeye Nur Karahan, Aykut Kalaycioglu, et al. · International Conference on Electrical, Computer and Energy Technologies (ICECET) · 3

AI-Driven Network Slicing for F5G-A Networks: A Framework With Unsupervised Discovery, Temporal Dynamics, and Explainable AI

2026 · Sümeye Nur Karahan, Merve Güllü, et al. · IEEE Open Journal of the Communications Society · 2

Agentic AI-Based 5G and Beyond Radio Planning Framework

2026 · Mehmet Galip Tezcan, Ahmet Yazar, et al. · IEEE Access · 2

AI in 6G-Enabled Sustainable and Green Networking

2025 · Sümeye Nur Karahan, Sedat Çimen, et al. · International Conference on Engineering and Emerging Technologies (ICEET) · 2

An Overview of Studies on Artificial Intelligence Enabled Intelligent Traffic Management in 6G Networks

2025 · İsmail Duru, Sedat Çimen, et al. · International Conference on Computer Science and Engineering (UBMK) · 2

An Overview of Large Language Models in 6G Radio Access Networks

2025 · Sedat Çimen, Mücahit Altıntaş, et al. · International Conference on Electrical, Communication, and Computer Engineering (ICECCE) · 2

The Evolution of Wireless Communication with the THz Spectrum: New Horizons in 6G

2025 · Sümeye Nur Karahan, Amine Gonca Toprak, et al. · Cognitive Models and Artificial Intelligence Conference (AICCONF) · 2

Post-Disaster Mobile Network Resilience Through Variance-Aware Framework With Population Weighting

2026 · Merve Güllü, Sümeye Nur Karahan, et al. · IEEE Access · 1

Bridging Perception and Communication with Intelligence: An Overview of AI in 6G ISAC Systems

2025 · Mücahit Altıntaş, Sedat Çimen, et al. · International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) · 1

Hybrid ISAC-LSTM Architecture for Enhanced Target Tracking in Integrated Sensing and Communication Systems: A Symmetric Dual-Function Framework

2025 · Sümeye Nur Karahan · Symmetry · 1

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XAI-based Interference Classification in ISAC Systems Using RF Fingerprints

2025 · Sümeye Nur Karahan, Ibrahim Yazici, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 1

Federated Learning-Based Intrusion Detection Systems for 6G IoT: Performance and Challenges

2025 · Sümeye Nur Karahan, Osman Kaya · Cognitive Models and Artificial Intelligence Conference (AICCONF) · 1

Utilization of deep learning architectures for MIMO detection

2022 · Sümeye Nur Karahan, Aykut Kalaycıoğlu · Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering · 1

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A lightweight and efficient deep learning model for automatic modulation classification

2026 · Umut İncesu, Ahmet Yazar, et al. · Journal of Communications and Networks

K-Adaptive Low-Complexity Alamouti STBC Receiver for NTN-Enabled AIoT over LEO Rician Channels

2026 · Osman Kaya, Yasin Emre Tok, et al. · International Conference on Recent Advances in Space Technologies

Works count: 33

Citation count: 112

H-index: 6

I10-index: 3