Supervised and Neural Classifiers for Locomotion Analysis. - Swapnil Sayan Saha; Shafizur Rahman; Miftahul Jannat Rasna; Tahera Hossain; Sozo Inoue; Md. Atiqur Rahman Ahad (UbiComp/ISWC Adjunct, 2018)

Feature Extraction, Performance Analysis and System Design Using the DU Mobility Dataset. - Swapnil Sayan Saha; Shafizur Rahman; Miftahul Jannat Rasna; Tarek Bin Zahid; A. K. M. Mahfuzul Islam; Md. Atiqur Rahman Ahad (IEEE Access, 2018)

Position independent activity recognition using shallow neural architecture and empirical modeling. - Swapnil Sayan Saha; Shafizur Rahman; Zarin Rezwana Ridita Haque; Tahera Hossain; Sozo Inoue; Md Atiqur Rahman Ahad (UbiComp/ISWC Adjunct, 2019)

Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production. - Sandeep Singh Sandha; Mohit Aggarwal; Swapnil Sayan Saha; Mani B. Srivastava (CogMI, 2021)

Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. - Swapnil Sayan Saha; Sandeep Singh Sandha; Siyou Pei; Vivek Jain; Ziqi Wang 001; Yuchen Li; Ankur Sarker; Mani B. Srivastava (UbiComp/ISWC Adjunct, 2022)

Machine Learning for Microcontroller-Class Hardware - A Review. - Swapnil Sayan Saha; Sandeep Singh Sandha; Mani B. Srivastava (CoRR, 2022)

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation. - Swapnil Sayan Saha; Sandeep Singh Sandha; Luis Antonio Garcia; Mani Srivastava 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. - Swapnil Sayan Saha; Sandeep Singh Sandha; Siyou Pei; Vivek Jain; Ziqi Wang 001; Yuchen Li; Ankur Sarker; Mani Srivastava 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

On-Sensor Online Learning and Classification Under 8 KB Memory. - Mahesh Chowdhary; Swapnil Sayan Saha (FUSION, 2023)

Neural-Kalman GNSS/INS Navigation for Precision Agriculture. - Yayun Du; Swapnil Sayan Saha; Sandeep Singh Sandha; Arthur Lovekin; Jason Wu; S. Siddharth; Mahesh Chowdhary; Mohammad Khalid Jawed; Mani B. Srivastava (ICRA, 2023)

Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges. - Swapnil Sayan Saha; Yayun Du; Sandeep Singh Sandha; Luis Antonio Garcia; Mohammad Khalid Jawed; Mani B. Srivastava (PLANS, 2023)

Physics-Aware Tiny Machine Learning - Swapnil Sayan Saha (2023)

In-Sensor Movement Variability Tracking. - Swapnil Sayan Saha; Krishna Chaitanya Palle; Mahesh Chowdhary (EMBC, 2024)

TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning. - Swapnil Sayan Saha; Sandeep Singh Sandha; Mohit Aggarwal; Brian Wang; Liying Han; Julian de Gortari Briseno; Mani Srivastava 001 (ACM Trans. Embed. Comput. Syst., 2024)

Poster Abstract: ST AIoT Craft - A No-Code / Low-Code Cloud Solution for Edge AI Management in Smart Sensors. - Mahesh Chowdhary; Swapnil Sayan Saha; Mridupawan Das; Jana Scukova; Miroslav Batek; Lisa Trollo; Davide Sergi; Davide Aliprandi; Alberto Villa; Andrea Palmieri; Mohammed Maher Jouini; Daniele Alfonso; et al. (SenSys, 2025)