| 2025 | GLOBECOM | DRLCQ: Deep Reinforcement Learning based Call Quality Enhancement in O-RAN. | Sukhdeep Singh, Swaraj Kumar, Ashish Jain, Madhan Raj Kanagarathinam, Neelmani Jha, Moonki Hong, Taewan Kim, Preetam Kumar |
| 2024 | GLOBECOM | Reinforcement Learning Framework for Power Optimization in 5G RAN Systems with Blockchain-Enhanced Security. | Swaraj Kumar, Sukhdeep Singh, Peter Moonki Hong, Taewan Kim |
| 2024 | VTC | Sparse Recurrent Neural Network Architecture for Turbo Decoding in NextGen Communication Systems. | Madhan Raj Kanagarathinam, Swaraj Kumar, Krishna M. Sivalingam, Richa Gaba |
| 2024 | VTC | Cognitive RAN-Aware Transport Layer for NR-V2X Communications in 5G and Beyond Networks. | Swaraj Kumar, Shreyanshu Agarwal, Vasanth Kanakaraj, P. Keerthi Priya, Issaac Kommineni |
| 2023 | GLOBECOM | Cloud RAN Based Privacy Preserving Federated Cross Domain Anomaly Detection in IoT Devices Logs. | Zarka Bashir, Swaraj Kumar, Vishal Murgai, Sukhdeep Singh |
| 2023 | GLOBECOM | Non-Deterministic and Semi-Supervised Log-based Anomaly Detection. | Swaraj Kumar, Vishal Murgai, Zarka Bashir, Sukhdeep Singh |
| 2023 | GLOBECOM | Light Weight AI: Representing ML Inference as Efficient Mathematical Relations for Embedded RAN Devices. | Swaraj Kumar, Vishal Murgai, Sukhdeep Singh |
| 2023 | NOMS | Efficient Deep-Learning Models for Future Blockage and Beam Prediction for mmWave Systems. | Satya Kumar Vankayala, Sai Krishna Santosh Gollapudi, Bharat Jain, Seungil Yoon, K. Mihir, Swaraj Kumar, H. U. Sudheer Kumar, Issaac Kommineni |
| 2023 | WCNC | Federated Learning Framework for Dynamic Power Management in RAN Data Plane Systems. | Vishal Murgai, Srihari Das Sunkada Gopinath, Swaraj Kumar |
| 2022 | GLOBECOM | Call Mute Reduction by Reinforcement Learning Based Deployment of ROHC in Next Generation Networks. | Veerabhadrappa M. Gadag, Swaraj Kumar, Vishal Murgai, Siva Kumar Mummadi |
| 2022 | PIMRC | Recurrent Neural Network Architecture for Communication Log Analysis. | Swaraj Kumar, Vishal Murgai, Devashish Singh, Issaac Kommineni |
| 2022 | PIMRC | Deep-Learning Based Beam Selection Technique for 6G Millimeter Wave Communication. | Satya Kumar Vankayala, Swaraj Kumar, Thirumulanathan D, Anmol Mathur, Seungil Yoon, Issaac Kommineni |
| 2021 | WCNC | A Framework for Exploiting Hard and Soft LLRs for Low Complexity Decoding in VRAN Systems. | Satya Kumar Vankayala, RaviTeja Gundeti, Konchady Gautam Shenoy, Abhay Kumar Sah, Swaraj Kumar, Seungil Yoon |
| 2019 | IJCNN | SkiDNet: Skip Image Denoising Network for X-Rays. | Sandipan Dutta, Shaurya Chaturvedi, Swaraj Kumar, M. P. S. Bhatia |
| 2019 | IJCNN | Understanding Language Dependency on Emotional Speech using Siamese Network. | Swaraj Kumar, Shaurya Chaturvedi, Sandipan Dutta |
| 2018 | CEC | An Evolutionary Learning Approach to Play Othello Using XCS. | Satvik Jain, Siddharth Verma, Swaraj Kumar, Swati Aggarwal |