Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment. - Shruthi K. Hiremath; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition. - Shruthi Kashinath Hiremath; Thomas Ploetz (ISWC, 2021)

Reinforcement Learning Based Online Active Learning for Human Activity Recognition. - Yulai Cui; Shruthi Kashinath Hiremath; Thomas Ploetz (ISWC, 2022)

Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch. - Shruthi K. Hiremath; Yasutaka Nishimura; Sonia Chernova; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

The Lifespan of Human Activity Recognition Systems for Smart Homes. - Shruthi K. Hiremath; Thomas Plötz (Sensors, 2023)

Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes. - Shruthi K. Hiremath; Thomas Plötz (ABC, 2024)

Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models. - Shruthi K. Hiremath; Thomas Ploetz (CoRR, 2024)

Layout-Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST). - Megha Thukral; Sourish Gunesh Dhekane; Shruthi K. Hiremath; Harish Haresamudram; Thomas Ploetz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments. - Zikang Leng; Megha Thukral; Yaqi Liu; Hrudhai Rajasekhar; Shruthi K. Hiremath; Thomas Plötz (CoRR, 2025)