| 2023 | GLOBECOM | Deep Learning Based Joint CSI Compression and Prediction for Beyond-5G Systems. | Sripada Kadambar, Ameha T. Abebe, Ashwini Kumar, Ashok Kumar Reddy Chavva, Hyoungju Ji |
| 2023 | VTC | Smart-CSI: Deep Learning Based Low Complexity CSI Prediction for Beyond-5G Systems. | Sripada Kadambar, Ashok Kumar Reddy Chavva, Chaiman Lim, Ankur Goyal, Divpreet Singh, Ashwini Kumar, Samar Ranjan Bal |
| 2022 | PIMRC | Memory Polynomial-Inspired Neural Network to Compensate the Power Amplifier Non-linearities. | Pedamalli Saikrishna, Ankur Goyal, Ashwini Kumar, Ashok Kumar Reddy Chavva, Suhwook Kim, Sangho Lee |
| 2010 | SECON | Managing TCP Connections in Dynamic Spectrum Access Based Wireless LANs. | Ashwini Kumar, Kang G. Shin |
| 2009 | ICCCN | A Case Study of QoS Provisioning in TV-Band Cognitive Radio Networks. | Ashwini Kumar, Kang G. Shin, Jianfeng Wang, Kiran S. Challapali |
| 2007 | MOBICOM | Towards context-aware wireless spectrum agility. | Ashwini Kumar, Kang G. Shin |
| 2004 | LCN | SCTP vs TCP : Performance Comparison in MANETs. | Ashwini Kumar, Lillykutty Jacob, Akkihebbal L. Ananda |