Monitoring and Adapting ML Models on Mobile Devices. - Wei Hao; Zixi Wang; Lauren Hong; Lingxiao Li; Nader Karayanni; Chengzhi Mao; Junfeng Yang; Asaf Cidon (CoRR, 2023)

Distributed Monitoring for Data Distribution Shifts in Edge-ML Fraud Detection. - Nader Karayanni; Robert J. Shahla; Chieh-Lien Hsiao (CoRR, 2024)

Keeping Experts in the Loop: Expert-Guided Optimization for Clinical Data Classification using Large Language Models. - Nader Karayanni; Aya Awwad; Chein-Lien Hsiao; Surish P. Shanmugam (CoRR, 2024)

Nazar: Monitoring and Adapting ML Models on Mobile Devices. - Wei Hao; Zixi Wang; Lauren Hong; Lingxiao Li; Nader Karayanni; AnMei Dasbach-Prisk; Chengzhi Mao; Junfeng Yang; Asaf Cidon (ASPLOS (1), 2025)