Shijun Liang

PhD student, Biomedical Engineering, Michigan State University

Joined

November 2022

Names

Shijun Liang (Preferred)

Emails

****@msu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Biomedical Engineering, Michigan State University (msu.edu)

2019 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Ravishankar, Saiprasad

2019 – 2024

Expertise

image and signal processing

2019 – 2024

Publications

UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
Shijun Liang, Ismail Alkhouri, Siddhant Gautam, Qing Qu, Saiprasad Ravishankar
- NeurIPS 2025 poster
- Readers: Everyone
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
- ICML 2025 poster
- Readers: Everyone
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
- CPAL 2025 (Recent Spotlight Track)
- Readers: Everyone
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
Ismail Alkhouri, Shijun Liang, Evan Bell, Qing Qu, Rongrong Wang, Saiprasad Ravishankar
- CPAL 2025 (Recent Spotlight Track)
- Readers: Everyone
Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems
Ismail Alkhouri, Shijun Liang, Cheng-Han Huang, Jimmy Dai, Qing Qu, Saiprasad Ravishankar, Rongrong Wang
- Submitted to ICLR 2025
- Readers: Everyone
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
Ismail Alkhouri, Shijun Liang, Evan Bell, Qing Qu, Rongrong Wang, Saiprasad Ravishankar
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors