Deep Learned Super Resolution of System Matrices for Magnetic Particle Imaging. - Alper Güngör; Baris Askin; Damla Alptekin Soydan; Can Baris Top; Tolga Çukur (EMBC, 2021)

PP-MPI: A Deep Plug-and-Play Prior for Magnetic Particle Imaging Reconstruction. - Baris Askin; Alper Güngör; Damla Alptekin Soydan; Emine Ulku Saritas; Can Baris Top; Tolga Çukur (MLMIR@MICCAI, 2022)

TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging. - Alper Güngör; Baris Askin; Damla Alptekin Soydan; Emine Ulku Saritas; Can Baris Top; Tolga Çukur (IEEE Trans. Medical Imaging, 2022)

FedAST: Federated Asynchronous Simultaneous Training. - Baris Askin; Pranay Sharma; Carlee Joe-Wong; Gauri Joshi (UAI, 2024)

DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging. - Alper Güngör; Baris Askin; Damla Alptekin Soydan; Can Baris Top; Emine Ulku Saritas; Tolga Çukur (IEEE Trans. Medical Imaging, 2024)

Federated Communication-Efficient Multi-Objective Optimization. - Baris Askin; Pranay Sharma; Gauri Joshi; Carlee Joe-Wong (AISTATS, 2025)

Ravan: Multi-Head Low-Rank Adaptation for Federated Fine-Tuning. - Arian Raje; Baris Askin; Divyansh Jhunjhunwala; Gauri Joshi (CoRR, 2025)