Banknotes Serial Number Coding Recognition. - Ruru Xu; Jungang An; Liandeng Su; Xinli Min (IEEE BigData, 2019)

Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping. - Ruru Xu; Ilkay Öksüz (STACOM@MICCAI, 2022)

HyperCMR: Enhanced Multi-contrast CMR Reconstruction with Eagle Loss. - Ruru Xu; Caner Özer; Ilkay Öksüz (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Segmentation-aware MRI subsampling for efficient cardiac MRI reconstruction with reinforcement learning. - Ruru Xu; Ilkay Öksüz (Image Vis. Comput., 2024)

A reinforcement learning approach for optimized MRI sampling with region-specific fidelity. - Ruru Xu; Ilkay Öksüz (Neurocomputing, 2025)