Swaraj Kumar

29 papers B 10Unranked 19
YearRankTypeTitle / Venue / Authors
2025 B conf
DRLCQ: Deep Reinforcement Learning based Call Quality Enhancement in O-RAN.
GLOBECOM
Sukhdeep Singh, Swaraj Kumar, Ashish Jain, Madhan Raj Kanagarathinam, Neelmani Jha, Moonki Hong, Taewan Kim, Preetam Kumar
2025 — conf
Network GDT: GenAI Based Digital Twin for Automated Network Performance Evaluation.
ICC
Sukhdeep Singh, Swaraj Kumar, Peter Moonki Hong, Ashish Jain, Madhan Raj Kanagarathinam, Krishna M. Sivalingam, Hemant Kumar Narsani
2024 — conf
CSI Feedback Prediction Using UE Aware Sparse Neural Network Framework.
ICC Workshops
Sukhdeep Singh, Swaraj Kumar, Rahul Kumar Saha, Shreyanshu Agarwal, Ashmeet Kaur
2024 — conf
Cognitive RAN-Aware Transport Layer for NR-V2X Communications in 5G and Beyond Networks.
VTC Fall
Swaraj Kumar, Shreyanshu Agarwal, Vasanth Kanakaraj, P. Keerthi Priya, Issaac Kommineni
2024 — conf
Energy-Efficient Low-Complexity Power Management in Multi-Core RAN Systems.
ICC Workshops
Srihari Das Sunkada Gopinath, Swaraj Kumar, Vishal Murgai
2024 — conf
Reinforcement Learning Framework for Power Optimization in 5G RAN Systems with Blockchain-Enhanced Security.
GLOBECOM (Workshops)
Swaraj Kumar, Sukhdeep Singh, Peter Moonki Hong, Taewan Kim
2024 — conf
SMASH: Supervised ML-Based Adaptive Selection of HTTP Protocols.
ICC Workshops
Swaraj Kumar, Madhan Raj Kanagarathinam, Arun Padmanabh Bhagavath, Rahul Kumar Saha, Vasanth Kanakaraj
2024 — conf
Secure Full-Duplex Communications via Spatially Correlated RIS Under Electromagnetic Interference.
ICC Workshops
Priya Gupta, Satya Kumar Vankayala, Swaraj Kumar, Manoj Thomas, Srihari Das Sunkada Gopinath, Seungil Yoon
2024 — conf
Sparse Recurrent Neural Network Architecture for Turbo Decoding in NextGen Communication Systems.
VTC Fall
Madhan Raj Kanagarathinam, Swaraj Kumar, Krishna M. Sivalingam, Richa Gaba
2023 — conf
Cloud RAN Based Privacy Preserving Federated Cross Domain Anomaly Detection in IoT Devices Logs.
GLOBECOM (Workshops)
Zarka Bashir, Swaraj Kumar, Vishal Murgai, Sukhdeep Singh
2023 B conf
Efficient Deep-Learning Models for Future Blockage and Beam Prediction for mmWave Systems.
NOMS
Satya Kumar Vankayala, Sai Krishna Santosh Gollapudi, Bharat Jain, Seungil Yoon, K. Mihir, Swaraj Kumar, H. U. Sudheer Kumar, Issaac Kommineni
2023 B conf
Federated Learning Framework for Dynamic Power Management in RAN Data Plane Systems.
WCNC
Vishal Murgai, Srihari Das Sunkada Gopinath, Swaraj Kumar
2023 B conf
Light Weight AI: Representing ML Inference as Efficient Mathematical Relations for Embedded RAN Devices.
GLOBECOM
Swaraj Kumar, Vishal Murgai, Sukhdeep Singh
2023 — conf
Non-Deterministic and Semi-Supervised Log-based Anomaly Detection.
GLOBECOM (Workshops)
Swaraj Kumar, Vishal Murgai, Zarka Bashir, Sukhdeep Singh
2022 — conf
Call Mute Reduction by Reinforcement Learning Based Deployment of ROHC in Next Generation Networks.
GLOBECOM (Workshops)
Veerabhadrappa M. Gadag, Swaraj Kumar, Vishal Murgai, Siva Kumar Mummadi
2022 B conf
Deep-Learning Based Beam Selection Technique for 6G Millimeter Wave Communication.
PIMRC
Satya Kumar Vankayala, Swaraj Kumar, Thirumulanathan D, Anmol Mathur, Seungil Yoon, Issaac Kommineni
2022 — conf
Neural Network Framework for Modulation and Signal Classification.
ANTS
Swaraj Kumar, Ashmeet Kaur Chandok, Satya Kumar Vankayala, Issaac Kommineni, Seungil Yoon
2022 B conf
Recurrent Neural Network Architecture for Communication Log Analysis.
PIMRC
Swaraj Kumar, Vishal Murgai, Devashish Singh, Issaac Kommineni
2021 B conf
A Framework for Exploiting Hard and Soft LLRs for Low Complexity Decoding in VRAN Systems.
WCNC
Satya Kumar Vankayala, RaviTeja Gundeti, Konchady Gautam Shenoy, Abhay Kumar Sah, Swaraj Kumar, Seungil Yoon
2021 — conf
Continual Learning-Based Channel Estimation for 5G Millimeter-Wave Systems.
CCNC
Swaraj Kumar, Satya Kumar Vankayala, Biswapratap Singh Sahoo, Seungil Yoon
2021 — conf
Dynamic Network Slicing using Deep Reinforcement Learning.
ANTS
Swaraj Kumar, Satya Kumar Vankayala, Devashish Singh, Ishaan Roy, Biswa P. S. Sahoo, Seungil Yoon, Ignatius Samuel Kanakaraj
2021 — conf
Neural Network Architecture for LLR Computation in 5G Systems and Related Business Aspects.
WPMC
Satya Kumar Vankayala, Swaraj Kumar, Konchady Gautam Shenoy, D. Thirumulanathan, Seungil Yoon, Issaac Kommineni
2021 — conf
Radio Map Estimation Using a Generative Adversarial Network and Related Business Aspects.
WPMC
Satya Kumar Vankayala, Swaraj Kumar, Ishaan Roy, D. Thirumulanathan, Seungil Yoon, Ignatius Samuel Kanakaraj
2021 — conf
Sparse Dense Neural Network Architecture for Turbo Decoding.
ANTS
Satya Kumar Vankayala, Swaraj Kumar, D. Thirumulanathan, Seungil Yoon, Issaac Kommineni, V. S. Ch Lakshmi Narayana
2020 — conf
A Novel Front-haul Bandwidth Compression Method for RAN Systems.
IEEE ANTS
Satya Kumar Vankayala, Gaurav Potnis, Konchady Gautam Shenoy, Seungil Yoon, Swaraj Kumar
2020 — conf
Strategies for Enhancing Training and Privacy in Blockchain Enabled Federated Learning.
BigMM
Swaraj Kumar, Sandipan Dutta, Shaurya Chaturvedi, M. P. S. Bhatia
2019 B conf
SkiDNet: Skip Image Denoising Network for X-Rays.
IJCNN
Sandipan Dutta, Shaurya Chaturvedi, Swaraj Kumar, M. P. S. Bhatia
2019 B conf
Understanding Language Dependency on Emotional Speech using Siamese Network.
IJCNN
Swaraj Kumar, Shaurya Chaturvedi, Sandipan Dutta
2018 B conf
An Evolutionary Learning Approach to Play Othello Using XCS.
CEC
Satvik Jain, Siddharth Verma, Swaraj Kumar, Swati Aggarwal