Labmat: Learned Feature-Domain Block Matching For Image Restoration. - Shijun Liang; Berk Iskender; Bihan Wen; Saiprasad Ravishankar (ICIP, 2021)

LONDN-MRI: Adaptive Local Neighborhood-Based Networks for MR Image Reconstruction from Undersampled Data. - Shijun Liang; Ashwin Sreevatsa; Anish Lahiri; Saiprasad Ravishankar (ISBI, 2022)

Robust Self-Guided Deep Image Prior. - Evan Bell; Shijun Liang; Qing Qu 001; Saiprasad Ravishankar (ICASSP, 2023)

SMUG: Towards Robust Mri Reconstruction by Smoothed Unrolling. - Hui Li; Jinghan Jia; Shijun Liang; Yuguang Yao; Saiprasad Ravishankar; Sijia Liu 001 (ICASSP, 2023)

Robust MRI Reconstruction by Smoothed Unrolling (SMUG). - Shijun Liang; Van Hoang Minh Nguyen; Jinghan Jia; Ismail Alkhouri; Sijia Liu 001; Saiprasad Ravishankar (CoRR, 2023)

Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization. - Shijun Liang; Evan Bell; Avrajit Ghosh; Saiprasad Ravishankar (IEEECONF, 2024)

Diffusion-Based Adversarial Purification for Robust Deep Mri Reconstruction. - Ismail Alkhouri; Shijun Liang; Rongrong Wang; Qing Qu 001; Saiprasad Ravishankar (ICASSP, 2024)

Controllable Universal Edge-Preserving Image Filtering. - Shijun Liang; Dongdong Fu (MIPR, 2024)

Image Reconstruction Via Autoencoding Sequential Deep Image Prior. - Ismail Alkhouri; Shijun Liang; Evan Bell; Qing Qu 001; Rongrong Wang; Saiprasad Ravishankar (NeurIPS, 2024)

EyeIR: Single Eye Image Inverse Rendering In the Wild. - Shijun Liang; Haofei Wang; Feng Lu 005 (SIGGRAPH (Conference Paper Track), 2024)

SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems. - Ismail Alkhouri; Shijun Liang; Cheng-Han Huang; Jimmy Dai; Qing Qu 001; Saiprasad Ravishankar; Rongrong Wang (CoRR, 2024)

Adaptive Local Neighborhood-Based Neural Networks for MR Image Reconstruction From Undersampled Data. - Shijun Liang; Anish Lahiri; Saiprasad Ravishankar (IEEE Trans. Computational Imaging, 2024)

Sequential Diffusion-Guided Deep Image Prior for Medical Image Reconstruction. - Shijun Liang; Ismail Alkhouri; Qing Qu 001; Rongrong Wang; Saiprasad Ravishankar (ICASSP, 2025)

Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction. - Shijun Liang; Evan Bell; Qing Qu 001; Rongrong Wang; Saiprasad Ravishankar (IEEE Trans. Computational Imaging, 2025)

UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights. - Shijun Liang; Ismail R. Alkhouri; Siddhant Gautam; Qing Qu 001; Saiprasad Ravishankar (CoRR, 2025)