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 | 42 | 2020 |
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 | 15 | 2021 |
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 |
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 | 7 | 2023 |
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 |
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 | 4 | 2022 |
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 |
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 | 3 | 2019 |
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 |
Deep-Learning Based Beam Selection Technique for 6G Millimeter Wave Communication SK Vankayala, S Kumar, D Thirumulanathan, A Mathur, S Yoon, ... 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 |
CSI Feedback Prediction Using UE Aware Sparse Neural Network Framework S Singh, S Kumar, RK Saha, S Agarwal, A Kaur 2024 IEEE International Conference on Communications Workshops (ICC …, 2024 | 1 | 2024 |
SMASH: Supervised ML-Based Adaptive Selection of HTTP Protocols S Kumar, MR Kanagarathinam, AP Bhagavath, RK Saha, V Kanakaraj 2024 IEEE International Conference on Communications Workshops (ICC …, 2024 | 1 | 2024 |
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 |
Neural Network Architecture for LLR Computation in 5G Systems and Related Business Aspects SK Vankayala, S Kumar, KG Shenoy, D Thirumulanathan, S Yoon, ... 2021 24th International Symposium on Wireless Personal Multimedia …, 2021 | 1 | 2021 |
Sparse Dense Neural Network Architecture for Turbo Decoding SK Vankayala, S Kumar, D Thirumulanathan, S Yoon, I Kommineni, ... 2021 IEEE International Conference on Advanced Networks and …, 2021 | 1 | 2021 |
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 |
A Novel Front-haul Bandwidth Compression Method for RAN Systems SK Vankayala, G Potnis, KG Shenoy, S Yoon, S Kumar 2020 IEEE International Conference on Advanced Networks and …, 2020 | 1 | 2020 |
Dynamic frequency scaling of multi-core processor in wireless communication networks V Murgai, S Kumar, SDS GOPINATH, KIM Gihyun, H Lee US Patent App. 18/434,938, 2024 | | 2024 |