I am Yunlong Lin, a Master student at Xiamen University (XMU) @SmartDSP advised by Prof. Xinghao Ding. My primary research interests include computer vision and deep learning, mainly focusing on reversible imaging problems and image generation.

📝 Selected Papers

My current research focuses on three main areas: (I) Addressing the challenges of real-world image restoration and enhancement by identifying and overcoming the limitations of existing learning-based methods. (II) Exploring vision problems related to photography, with the goal of producing images of superior visual quality. (III) Providing support for the art creation industry and digital asset generation through advancements in AIGC (Artificial Intelligence Generated Content) technology.

AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement
Yunlong Lin*, Tian Ye*, Sixiang Chen*, Zhenqi Fu, Yingying Wang, Wenhao Chai, Zhaohu Xing, Lei Zhu, Xinghao Ding
Arxiv 2024
PDF | Project

Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
Yunlong Lin*, Zhenqi Fu*, Kairun Wen, Tian Ye, Sixiang Chen, Ge Meng, Yingying Wang, Yue Huang, Xiaotong Tu, Xinghao Ding
Arxiv 2024
PDF | Project

Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint
Sixiang Chen, Tian Ye, Kai Zhang, Zhaohu Xing, Yunlong Lin, and Lei Zhu
ECCV 2024
PDF | Code

Fusion2Void: Unsupervised Multi-focus Image Fusion Based on Image Inpainting
Huangxing Lin, Yunlong Lin, Jingyuan Xia, Linyu Fan, Feifei Li, Yingying Wang, Xinghao Ding
TCSVT 2024
PDF | Code

Frequency decoupled domain-irrelevant feature learning for Pan-sharpening
Jie Zhang, Ke Cao, Keyu Yan, Yunlong Lin, Xuanhua He, Yingying Wang, Rui Li, Chengjun Xie, Jun Zhang, Man Zhou
TCSVT 2024
PDF | Code

Cross-Modality Interaction Network for Pan-sharpening
Yingying Wang, Xuanhua He, Yuhang Dong, Yunlong Lin, Yue Huang, Xinghao Ding
TGRS 2024
PDF | Code

Domain-irrelevant Feature Learning for Generalizable Pan-sharpening
Yunlong Lin, Zhenqi Fu, Ge Meng, Yingying Wang, Yuhang Dong, Linyu Fan, Hedeng Yu, Xinghao Ding
ACMMM 2023
PDF | Code

Learning High-frequency Feature Enhancement and Alignment for Pan-sharpening
Yingying Wang, Yunlong Lin, Ge Meng, Zhenqi Fu, Yuhang Dong, Linyu Fan, Hedeng Yu, Xinghao Ding, Yue Huang
ACMMM 2023 Oral
PDF | Code

CPLFormer: Cross-scale Prototype Learning Transformer for Image Snow Removal
Sixiang Chen, Tian Ye, Yun Liu, Jinbin Bai, Haoyu Chen, Yunlong Lin, Jun Shi, Erkang Chen
ACMMM 2023
PDF | Code

🎖 Competitions & Awards

Outstanding Graduate in Jimei University, 2023
Second Price of Mathematical Contest In Modeling, 2021
First Price of Mathorcup Mathematical Contest in Modeling, 2021.
First Price of Mathorcup Mathematical Contest in Modeling, 2022.

💬 Academic Services

Conference Reviewer: ACMMM 2024, NeurIPS 2024, ICLR 2025.

📖 Educations&Experience

Sep’2023-Jul’2026: Master Student, Xiamen University.
Sep’2019-Jul’2023: B.Eng (Telecommunication Engineering), Jimei University, Xiamen.