I am currently working toward the Ph.D. degree with the Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC) under the supervision of Prof. Guoming Lu. I received the M.E. degree from the University of Electronic Science and Technology of China (UESTC), Chengdu, China, in 2024. I obtained my B.S. degree in Software Engineering from Guizhou University, Guiyang, China, in 2021. My research interests focus on low-level vision, particularly image super-resolution and all-in-one image restoration. I study visual autoregressive modeling, degradation-aware representations, and efficient restoration models, including lightweight network design and knowledge distillation.
🔥 News
- 2026.07: 🎉🎉 DAR-Net accepted to ACM MM 2026.
- 2026.03: 🎉🎉 AlignVAR accepted to CVPR Findings 2026.
- 2025.01: 🎉🎉 SRMamba—T accepted to Neurocomputing.
📝 Publications
What to Remove, What to Preserve: Dual-Ambiguity Rectification for All-in-One Image Restoration
Cencen Liu, Wen Yin, Dongyang Zhang, Dongmin Li, Shan Zhao, Bing Su, Tao He, Jielei Wang, Guoming Lu
AlignVAR: Towards Globally Consistent Visual Autoregression for Image Super-Resolution
Cencen Liu, Dongyang Zhang, Wen Yin, Jielei Wang, Tianyu Li, Ji Guo, Wenbo Jiang, Guoqing Wang, Guoming Lu
SRMamba-T: Exploring the Hybrid Mamba-Transformer Network for Single Image Super-Resolution
Cencen Liu, Dongyang Zhang, Guoming Lu, Wen Yin, Jielei Wang, Guangchun Luo
📖 Education
- 2024.09 - 2028.06 (now), Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC).
- 2021.09 - 2024.06, Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC).
- 2017.09 - 2021.06, School of Model Software Engineering, Guizhou University.