Ziyuan Liu

PhD student, Department of Electronic Engineering, Tsinghua University

Joined

March 2025

Names

Ziyuan Liu (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Department of Electronic Engineering, Tsinghua University (mails.tsinghua.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Yuantao Gu

2022 – 2027

Expertise

remote sensing

Present

SAR

Present

knowledge distillation

Present

change detection

Present

image denoising

Present

image compression

Present

super resolution

Present

foundation model

Present

Publications

Open-CD: A Comprehensive Toolbox for Change Detection
Kaiyu Li, Jiawei Jiang, Chengxi Han, Yupeng Deng, Keyan Chen, Zhuo Zheng, Hao Chen, Ziyuan Liu, Yuantao Gu, Zhengxia Zou, Zhenwei Shi, Sheng Fang, Deyu Meng, Zhi Wang, Xiangyong Cao
- Crossref
- Readers: Everyone
A Novel Multibranch Self-Distillation Framework for Optimizing Remote Sensing Change Detection
Ziyuan Liu, Jiawei Zhang, Wenyu Wang, Yuantao Gu
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Readers: Everyone
M2CD: A Unified MultiModal Framework for Optical-SAR Change Detection With Mixture of Experts and Self-Distillation
Ziyuan Liu, Jiawei Zhang, Wenyu Wang, Yuantao Gu
- IEEE Geoscience and Remote Sensing Letters
- Readers: Everyone
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Linear Extrapolation
Jiawei Zhang, Ziyuan Liu, Leon Yan, Gen Li, Yuantao Gu
- NeurIPS 2025 poster
- Readers: Everyone
MCD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation
Ziyuan Liu, Jiawei Zhang, Wenyu Wang, Yuantao Gu
- CoRR 2025
- Readers: Everyone
DSRKD: Joint Despecking and Super-Resolution of SAR Images via Knowledge Distillation
Ziyuan Liu, Shaoping Wang, Ying Li, Yuantao Gu, Quan Yu
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
SAR Image Compression With Inherent Denoising Capability Through Knowledge Distillation
Ziyuan Liu, Shaoping Wang, Yuantao Gu
- IEEE Geoscience and Remote Sensing Letters
- Readers: Everyone

Ziyuan Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Open-CD: A Comprehensive Toolbox for Change Detection

A Novel Multibranch Self-Distillation Framework for Optimizing Remote Sensing Change Detection

M2CD: A Unified MultiModal Framework for Optical-SAR Change Detection With Mixture of Experts and Self-Distillation

Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Linear Extrapolation

MCD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation

DSRKD: Joint Despecking and Super-Resolution of SAR Images via Knowledge Distillation

SAR Image Compression With Inherent Denoising Capability Through Knowledge Distillation

Co-Authors