| 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 |
| 2025 | COMSNETS | DACC-Comm: DNN-Powered Adaptive Compression and Flow Control for Robust Communication in Network-Constrained Environment. | Emon Dey, Anuradha Ravi, Jared Lewis, Vinay Krishna Kumar, Jade Freeman, Timothy Gregory, Niranjan Suri, Carl E. Busart, 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 | 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 |
| 2023 | CVPR | Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks. | Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay |
| 2023 | ICCCN | A Novel ROS2 QoS Policy-Enabled Synchronizing Middleware for Co-Simulation of Heterogeneous Multi-Robot Systems. | Emon Dey, Mikolaj Walczak, Mohammad Saeid Anwar, Nirmalya Roy, Jade Freeman, Timothy Gregory, Niranjan Suri, Carl E. Busart |
| 2023 | SmartComp | A Systematic Study on Object Recognition Using Millimeter-wave Radar. | Maloy Kumar Devnath, Avijoy Chakma, Mohammad Saeid Anwar, Emon Dey, Zahid Hasan, Marc Conn, Biplab Pal, Nirmalya Roy |
| 2022 | DCOSS | SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. | Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart |
| 2022 | SmartComp | RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. | Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra |
| 2022 | SmartComp | Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. | Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra |
| 2021 | SmartComp | ARIS: A Real Time Edge Computed Accident Risk Inference System. | Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay |
| 2020 | BIBE | OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users. | Emon Dey, Nirmalya Roy |