| 2026 | PERCOM | Fed-CASQ: Enhancing Class-Wise Accuracy in Pervasive Federated Learning with Class-Aware Scaling and Quantization. | Emon Dey, Anuradha Ravi, Gaurav Shinde, Garvit Chugh, Indrajeet Ghosh, Archan Misra, Nirmalya Roy |
| 2026 | WoWMoM | COHORT: Hybrid RL for Collaborative Large DNN Inference on Multi-Robot Systems Under Real-Time Constraints. | Mohammad Saeid Anwar, Anuradha Ravi, Indrajeet Ghosh, Gaurav Shinde, Carl E. Busart, Nirmalya Roy |
| 2026 | WoWMoM | CAViAR: Quality-Aware Vision-and-Radio Fusion for Relative Range Estimation Among Collaborative Autonomous Agents. | Gaurav Shinde, Anuradha Ravi, Jared Lewis, Andre Harrison, Henry Gardiner, Mohammad Saeid Anwar, Shadman Sakib, Jade Freeman, Nirmalya Roy |
| 2025 | ICMLA | RespFormer: A Motion-Guided Temporal-Frequency Multimodal Fusion Transformer for Contactless Respiratory Monitoring. | Shadman Sakib, Gaurav Shinde, Snehalraj Chugh, Mohammad Saeid Anwar, Nirmalya Roy |
| 2025 | PERCOM | TAVIC-DAS: Task and Channel-Aware Variable-Rate Image Compression for Distributed Autonomous System. | Gaurav Shinde, Anuradha Ravi, Emon Dey, Jared Lewis, Nirmalya Roy |
| 2025 | WSC | Optimizing Event Timestamp Processing in Time Warp. | Gaurav Shinde, Sounak Gupta, Philip A. Wilsey |
| 2025 | SmartComp | E2RespUNet: End-to-End Respiratory Signal Reconstruction and Rate Prediction Using a Unified Attention-Enhanced U-Net. | Shadman Sakib, Gaurav Shinde, Emon Dey, Nirmalya Roy |