Precise Warfarin Management through Personalized Modeling and Control with Limited Clinical Data. - Syed Irfan Ali Meerza; Affan Affan; Hossein Mirinejad; Michael E. Brier; Jacek M. Zurada; Tamer Inanc (EMBC, 2021)

Fair and Privacy-Preserving Alzheimer's Disease Diagnosis Based on Spontaneous Speech Analysis via Federated Learning. - Syed Irfan Ali Meerza; Zhuohang Li; Luyang Liu; Jiaxin Zhang 005; Jian Liu 001 (EMBC, 2022)

RecUP-FL: Reconciling Utility and Privacy in Federated learning via User-configurable Privacy Defense. - Yue Cui; Syed Irfan Ali Meerza; Zhuohang Li; Luyang Liu; Jiaxin Zhang 005; Jian Liu 001 (AsiaCCS, 2023)

EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning. - Syed Irfan Ali Meerza; Jian Liu 001 (IJCAI, 2024)

ConFUSE: Confusion-based Federated Unlearning with Salience Exploration. - Syed Irfan Ali Meerza; Amir Sadovnik; Jian Liu 001 (ISVLSI, 2024)

GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning. - Syed Irfan Ali Meerza; Luyang Liu; Jiaxin Zhang 005; Jian Liu 001 (CoRR, 2024)

EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning. - Syed Irfan Ali Meerza; Jian Liu (CoRR, 2024)

Harmonycloak: Making Music Unlearnable for Generative AI. - Syed Irfan Ali Meerza; Lichao Sun 001; Jian Liu (SP, 2025)