| 2025 | ACSSC | Tada-DIP: Input-adaptive Deep Image Prior for One-shot 3D Image Reconstruction. | Evan Bell, Shijun Liang, Ismail Alkhouri, Saiprasad Ravishankar |
| 2025 | ICASSP | Sequential Diffusion-Guided Deep Image Prior for Medical Image Reconstruction. | Shijun Liang, Ismail Alkhouri, Qing Qu, Rongrong Wang, Saiprasad Ravishankar |
| 2025 | ICML | SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems. | Ismail Alkhouri, Shijun Liang, Cheng-Han Huang, Jimmy Dai, Qing Qu, Saiprasad Ravishankar, Rongrong Wang |
| 2024 | ACSSC | Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization. | Shijun Liang, Evan Bell, Avrajit Ghosh, Saiprasad Ravishankar |
| 2024 | ICASSP | Diffusion-Based Adversarial Purification for Robust Deep Mri Reconstruction. | Ismail Alkhouri, Shijun Liang, Rongrong Wang, Qing Qu, Saiprasad Ravishankar |
| 2024 | SIGGRAPH | EyeIR: Single Eye Image Inverse Rendering In the Wild. | Shijun Liang, Haofei Wang, Feng Lu |
| 2023 | ICASSP | Robust Self-Guided Deep Image Prior. | Evan Bell, Shijun Liang, Qing Qu, Saiprasad Ravishankar |
| 2023 | ICASSP | SMUG: Towards Robust Mri Reconstruction by Smoothed Unrolling. | Hui Li, Jinghan Jia, Shijun Liang, Yuguang Yao, Saiprasad Ravishankar, Sijia Liu |
| 2021 | ICIP | Labmat: Learned Feature-Domain Block Matching For Image Restoration. | Shijun Liang, Berk Iskender, Bihan Wen, Saiprasad Ravishankar |