| 2025 | COMSNETS | Efficiency Redefined: Impact of Reducing Data Acquisition Rate for Optimized TinyML in Resource-Constrained IoT Devices. | Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy |
| 2025 | COMSNETS | GenCPruneX: Adaptive Channel-wise Pruning for Efficient TinyML Deployment with Genetic Multi-Objective Optimization. | Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy |
| 2025 | COMSNETS | A Low-Power Low-cost System for Disaster Locations Detection using ESP32 CAM and TinyML. | Riya Samanta, Bidyut Saha, Soumya K. Ghosh |
| 2025 | COMSNETS | Eyes on You: TinyML-Powered On-Device Face Tracking for Low-Cost, Low-Power, Secure MCU Environments. | Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Ram Babu Roy |
| 2023 | ICDCN | BandX : An Intelligent IoT-band for Human Activity Recognition based on TinyML. | Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy |
| 2023 | ICDCN | Scalable Skill-oriented Task Allocation in Crowdsourcing within a Serverless Ecosystem. | Biswajeet Sethi, Riya Samanta, Soumya K. Ghosh, Sajal K. Das |
| 2022 | GLOBECOM | Volunteer Selection in Collaborative Crowdsourcing with Adaptive Common Working Time Slots. | Riya Samanta, Vaibhav Saxena, Soumya K. Ghosh, Sajal K. Das |
| 2021 | GLOBECOM | SWill-TAC: Skill-oriented Dynamic Task Allocation with Willingness for Complex Job in Crowdsourcing. | Riya Samanta, Soumya K. Ghosh, Sajal K. Das |