Linchao He

PhD student, Sichuan University

Joined

October 2022

Names

Linchao He (Preferred)

Emails

****@stu.scu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Sichuan University (scu.edu.cn)

2022 – 2026

MS student

Sichuan University (scu.edu.cn)

2020 – 2022

Undergrad student

Sichuan Agricultural University (sicau.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Hu Chen

2020 – 2026

Expertise

deep learning

2016 – Present

Publications

MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM
Nan Zhou, Ke Zou, Kai Ren, Mengting Luo, Linchao He, Meng Wang, Yidi Chen, Yi Zhang, Hu Chen, Huazhu Fu
- IEEE Transactions on Circuits and Systems for Video Technology
- Readers: Everyone
Solving Zero-Shot Sparse-View CT Reconstruction With Variational Score Solver
Linchao He, Wenchao Du, Peixi Liao, Fenglei Fan, Hu Chen, Hongyu Yang, Yi Zhang
- IEEE Trans. Medical Imaging 2025
- Readers: Everyone
Bi-Constraints Diffusion: A Conditional Diffusion Model With Degradation Guidance for Metal Artifact Reduction
Mengting Luo, Nan Zhou, Tao Wang, Linchao He, Wang Wang, Hu Chen, Peixi Liao, Yi Zhang
- IEEE Trans. Medical Imaging 2025
- Readers: Everyone
Enhancing Diffusion Model Stability for Image Restoration via Gradient Management
Hongjie Wu, Mingqin Zhang, Linchao He, Jizhe Zhou, Jiancheng Lv
- CoRR 2025
- Readers: Everyone
Diffusion Posterior Proximal Sampling for Image Restoration
Hongjie Wu, Linchao He, Mingqin Zhang, Dongdong Chen, Kunming Luo, Mengting Luo, Ji-Zhe Zhou, Hu Chen, Jiancheng Lv
- MM2024 Oral
- Readers: Everyone
PRX-Change: Enhancing remote sensing change detection through progressive feature refinement and Cross-Attention interaction
Haotian Tan, Linchao He, Wenchao Du, Hong Liu, Hu Chen, Yi Zhang, Hongyu Yang
- Int. J. Appl. Earth Obs. Geoinformation 2024
- Readers: Everyone
Diffusion Posterior Proximal Sampling for Image Restoration
Hongjie Wu, Linchao He, Mingqin Zhang, Dongdong Chen, Kunming Luo, Mengting Luo, Jizhe Zhou, Hu Chen, Jiancheng Lv
- ACM Multimedia 2024
- Readers: Everyone
FAM-Former: Global Transformer and Feature Aggregation Module for Knee MRI Age Estimation
Linchao He, Haozhe Zhu, Xiaodong Deng, Fei Fan, Peixi Liao, Wenchao Du, Hu Chen, Zhenhua Deng, Yi Zhang
- IEEE Trans. Instrum. Meas. 2024
- Readers: Everyone
Iterative Reconstruction Based on Latent Diffusion Model for Sparse Data Reconstruction
Linchao He, Hongyu Yan, Mengting Luo, Kunming Luo, Wang Wang, Wenchao Du, Hu Chen, Hongyu Yang, Yi Zhang
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone

View all 15 publications

Co-Authors

View all 43 co-authors