Strategies for Enhancing Training and Privacy in Blockchain Enabled Federated Learning S Kumar, S Dutta, S Chatturvedi, MPS Bhatia 2020 IEEE Sixth International Conference on Multimedia Big Data (BigMM), 333-340, 2020 | 38 | 2020 |
Continual Learning-Based Channel Estimation for 5G Millimeter-Wave Systems S Kumar, SK Vankayala, BS Sahoo, S Yoon 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC …, 2021 | 12 | 2021 |
Radio Map Estimation Using a Generative Adversarial Network and Related Business Aspects SK Vankayala, S Kumar, I Roy, D Thirumulanathan, S Yoon, IS Kanakaraj 2021 24th International Symposium on Wireless Personal Multimedia …, 2021 | 10 | 2021 |
SkiDNet: Skip Image Denoising Network for X-Rays S Dutta, S Chaturvedi, S Kumar, MPS Bhatia 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 6 | 2019 |
Optimizing Deep Learning Based Channel Estimation using Channel Response Arrangement SK Vankayala, S Kumar, I Kommineni 2020 IEEE International Conference on Electronics, Computing and …, 2020 | 4 | 2020 |
An evolutionary learning approach to play Othello using XCS S Jain, S Verma, S Kumar, S Aggarwal 2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018 | 3 | 2018 |
Recurrent Neural Network Architecture for Communication Log Analysis S Kumar, V Murgai, D Singh, I Kommeneni 2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile …, 2022 | 2 | 2022 |
Reinforcement Learning Framework for Dynamic Power Transmission in Cloud RAN Systems SK Vankayala, S Kumar, V Shah, A Mathur, D Thirumulanathan, S Yoon 2022 IEEE International Conference on Electronics, Computing and …, 2022 | 2 | 2022 |
Understanding Language Dependency on Emotional Speech using Siamese Network S Kumar, S Chaturvedi, S Dutta 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 2 | 2019 |
Efficient Deep-Learning Models for Future Blockage and Beam Prediction for mmWave Systems SK Vankayala, SKS Gollapudi, B Jain, S Yoon, K Mihir, S Kumar, ... NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 1-8, 2023 | 1 | 2023 |
Federated Learning Framework for Dynamic Power Management in RAN Data Plane Systems V Murgai, SDS Gopinath, S Kumar 2023 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2023 | 1 | 2023 |
Dynamic Network Slicing using Deep Reinforcement Learning S Kumar, SK Vankayala, D Singh, I Roy, BPS Sahoo, S Yoon, ... 2021 IEEE International Conference on Advanced Networks and …, 2021 | 1 | 2021 |
A Framework for Exploiting Hard and Soft LLRs for Low Complexity Decoding in VRAN Systems SK Vankayala, RT Gundeti, KG Shenoy, AK Sah, S Kumar, S Yoon 2021 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2021 | 1 | 2021 |
EMBEDDING NEURAL NETWORKS AS A MATRIX FOR NETWORK DEVICE IN WIRELESS NETWORK V Murgai, S Kumar, S Singh US Patent App. 18/348,039, 2024 | | 2024 |
Method and device for decoding data SK VANKAYALA, S Singh, S Kumar, Y Seungil, I Kommineni US Patent 11,769,079, 2023 | | 2023 |
Method and a system for power management of the one or more base stations in a wireless communication network V Murgai, I Kommineni, MR Goli, SDS GOPINATH, S KUMAR, ... US Patent App. 17/992,302, 2023 | | 2023 |
Method and system for allocating pucch resources to user equipments in a communcation network H Vobilishetti, SB Ramulu, S Kumar, S Maniar, V Murgai US Patent App. 17/961,417, 2023 | | 2023 |
Method and network apparatus for generating real-time radio coverage map in wireless network SK Vankayala, S Kumar, Y Seungil, SI Kanakaraj US Patent App. 17/878,521, 2023 | | 2023 |
Neural Network Framework for Modulation and Signal Classification S Kumar, AK Chandok, SK Vankayala, I Kommineni, S Yoon 2022 IEEE International Conference on Advanced Networks and …, 2022 | | 2022 |
Call Mute Reduction by Reinforcement Learning Based Deployment of ROHC in Next Generation Networks VM Gadag, S Kumar, V Murgai, SK Mummadi 2022 IEEE Globecom Workshops (GC Wkshps), 1808-1813, 2022 | | 2022 |