Megha Thukral

According to our database, Megha Thukral authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning.

Hao Zhou, Simon A. Lee, Cyrus Tanade, Keum San Chun, Juhyeon Lee, Migyeong Gwak, Megha Thukral, Justin Sung, Eugene Hwang, Mehrab Bin Morshed, Li Zhu, Viswam Nathan, Md Mahbubur Rahman, Subramaniam Venkatraman, Sharanya Arcot Desai

CoRR, May, 2026

Wavelet-Driven Masked Multiscale Reconstruction for PPG Foundation Models.

Megha Thukral, Cyrus Tanade, Simon A. Lee, Juhyeon Lee, Hao Zhou, Keum San Chun, Migyeong Gwak, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Mehrab Bin Morshed, Subramaniam Venkatraman, Sharanya Arcot Desai

CoRR, January, 2026

AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments.

Zikang Leng, Megha Thukral, Yaqi Liu, Hrudhai Rajasekhar, Shruthi K. Hiremath, Jiaman He, Thomas Plötz

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series.

Simon A. Lee, Cyrus Tanade, Hao Zhou, Juhyeon Lee, Megha Thukral, Minji Han, Rachel Choi, Md Sazzad Hissain Khan, Baiying Lu, Migyeong Gwak, Mehrab Bin Morshed, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Subramaniam Venkatraman, Sharanya Arcot Desai

CoRR, October, 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, June, 2025

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., March, 2025

Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition.

Megha Thukral, Harish Haresamudram, Thomas Plötz

ACM Trans. Intell. Syst. Technol., February, 2025

Generative AI and Foundation Models for Human Sensing (GenAI4HS).

Harish Haresamudram, Chi Ian Tang, Megha Thukral, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz, Thomas Plötz

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

2023

How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?

Sourish Gunesh Dhekane, Harish Haresamudram, Megha Thukral, Thomas Plötz

Proceedings of the 2023 International Symposium on Wearable Computers, 2023