An On-Device Learning System for Estimating Liquid Consumption from Consumer-Grade Water Bottles and Its Evaluation. - Avirup Roy; Hrishikesh Dutta; Henry Griffith; Subir Biswas (Sensors, 2022)

Semi-Supervised Learning Using Sparsely Labelled Sip Events for Online Hydration Tracking Systems. - Avirup Roy; Hrishikesh Dutta; Amit Kumar Bhuyan; Subir Kumar Biswas (ICMLA, 2023)

On-Device Semi-Supervised Activity Detection: A New Privacy-Aware Personalized Health Monitoring Approach. - Avirup Roy; Hrishikesh Dutta; Amit Kumar Bhuyan; Subir Biswas (Sensors, 2024)

Autoencoder Based Feature Compression for Bandwidth-Constrained Wireless Sensor Networks. - Kang Gao; Amit Kumar Bhuyan; Hrishikesh Dutta; Avirup Roy; Mei-Hua Lee; Subir Biswas (CCNC, 2025)

Semi-Supervised Learning with Sparsely Labelled Multi-Sensor Activity Data for Wellness Monitoring of Infants. - Avirup Roy; Amit Kumar Bhuyan; Hrishikesh Dutta; Mei-Hua Lee; Subir Biswas (ICCE, 2025)