I’m a third-year PhD student at Università della Svizzera italiana (USI) in Lugano, Switzerland, in the People-Centered Computing Lab led by Professor Marc Langheinrich and Professor Silvia Santini.

I work on LLM security/privacy, Trustworthy ML, Federated Learning, and wearables. I also developed a wide range of interests in ubiquitous computing, with a general focus on healthcare. Before joining USI I was working on wearable devices for cardiac care in UC San Diego. my CV.

Sorted Publications

Mohan Li, Dario Fenoglio, Martin Gjoreski, and Marc Langheinrich. “Federated Learning with Profile Mapping under Distribution Shifts and Drifts.” ICLR 2026

Dario Fenoglio, Mohan Li, Pietro Barbiero, Nicholas D. Lane, Marc Langheinrich, and Martin Gjoreski. “FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts.” NeurIPS 2025

Mohan Li, Martin Gjoreski, Pietro Barbiero, Gašper Slapničar, Mitja Luštrek, Nicholas D. Lane, and Marc Langheinrich. “A Survey on Federated Learning in Human Sensing.” arXiv preprint arXiv:2501.04000 (2025).

Dario Fenoglio, Mohan Li, Davide Casnici, Matias Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, and Marc Langheinrich. “Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors.” In 2024 International Conference on Intelligent Environments (IE), pp. 17-24. IEEE, 2024.

Hongjie Hu, Hao Huang, Mohan Li, Xiaoxiang Gao, Lu Yin, Ruixiang Qi, Ray S. Wu et al. “A wearable cardiac ultrasound imager.” Nature 613, no. 7945 (2023): 667-675.

Hongjie Hu, Yuxiang Ma, Xiaoxiang Gao, Dawei Song, Mohan Li, Hao Huang, Xuejun Qian et al. “Stretchable ultrasonic arrays for the three-dimensional mapping of the modulus of deep tissue.” Nature Biomedical Engineering (2023): 1-14.