A deep reinforcement learning-based framework for content caching C Zhong, MC Gursoy, S Velipasalar 2018 52nd Annual Conference on Information Sciences and Systems (CISS), 1-6, 2018 | 232 | 2018 |
Deep reinforcement learning-based edge caching in wireless networks C Zhong, MC Gursoy, S Velipasalar IEEE Transactions on Cognitive Communications and Networking 6 (1), 48-61, 2020 | 136 | 2020 |
A deep actor-critic reinforcement learning framework for dynamic multichannel access C Zhong, Z Lu, MC Gursoy, S Velipasalar IEEE Transactions on Cognitive Communications and Networking 5 (4), 1125-1139, 2019 | 85 | 2019 |
Deep multi-agent reinforcement learning based cooperative edge caching in wireless networks C Zhong, MC Gursoy, S Velipasalar ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019 | 48 | 2019 |
Actor-critic deep reinforcement learning for dynamic multichannel access C Zhong, Z Lu, MC Gursoy, S Velipasalar 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 44 | 2018 |
Deep actor-critic reinforcement learning for anomaly detection C Zhong, MC Gursoy, S Velipasalar 2019 IEEE global communications conference (GLOBECOM), 1-6, 2019 | 37 | 2019 |
Defense strategies against adversarial jamming attacks via deep reinforcement learning F Wang, C Zhong, MC Gursoy, S Velipasalar 2020 54th annual conference on information sciences and systems (CISS), 1-6, 2020 | 28 | 2020 |
Dynamic channel access and power control in wireless interference networks via multi-agent deep reinforcement learning Z Lu, C Zhong, MC Gursoy IEEE Transactions on Vehicular Technology 71 (2), 1588-1601, 2021 | 25 | 2021 |
Adversarial jamming attacks on deep reinforcement learning based dynamic multichannel access C Zhong, F Wang, MC Gursoy, S Velipasalar 2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2020 | 25 | 2020 |
Learning-based delay-aware caching in wireless D2D caching networks Y Li, C Zhong, MC Gursoy, S Velipasalar IEEE Access 6, 77250-77264, 2018 | 24 | 2018 |
Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning F Wang, C Zhong, MC Gursoy, S Velipasalar arXiv preprint arXiv:2007.06055, 2020 | 11 | 2020 |
Anomaly detection and sampling cost control via hierarchical GANs C Zhong, MC Gursoy, S Velipasalar GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 9 | 2020 |
Deep multi‐agent reinforcement learning for cooperative edge caching MC Gursoy, C Zhong, S Velipasalar Machine Learning for Future Wireless Communications, 439-457, 2020 | 8 | 2020 |
A cost-benefit analysis to achieve command and control (C2) link connectivity for beyond visual line of sight (BVLOS) operations C Zhong, Z Zhao, C Luo, MC Gursoy, Q Qiu, C Caicedo, F Basti, ... 2020 Integrated Communications Navigation and Surveillance Conference (ICNS …, 2020 | 7 | 2020 |
Controlled sensing and anomaly detection via soft actor-critic reinforcement learning C Zhong, MC Gursoy, S Velipasalar ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 6 | 2022 |
Anomaly detection via controlled sensing and deep active inference G Joseph, C Zhong, MC Gursoy, S Velipasalar, PK Varshney GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 5 | 2020 |
Scalable and decentralized algorithms for anomaly detection via learning-based controlled sensing G Joseph, C Zhong, MC Gursoy, S Velipasalar, PK Varshney IEEE Transactions on Signal and Information Processing over Networks, 2023 | 4 | 2023 |
Resilient dynamic channel access via robust deep reinforcement learning F Wang, C Zhong, MC Gursoy, S Velipasalar IEEE Access 9, 163188-163203, 2021 | 4 | 2021 |
Learning-Based Robust Anomaly Detection in the Presence of Adversarial Attacks C Zhong, MC Gursoy, S Velipasalar 2022 IEEE Wireless Communications and Networking Conference (WCNC), 1206-1211, 2022 | 1 | 2022 |
A Predictive Online Transient Stability Assessment with Hierarchical Generative Adversarial Networks R Ma, S Eftekharnejad, C Zhong, MC Gursoy arXiv preprint arXiv:2112.07840, 2021 | 1 | 2021 |