Combining Spatial and Frequency Information for Image Deblurring. - Jiang Hai 006; Ren Yang 001; Yaqi Yu; Songchen Han (IEEE Signal Process. Lett., 2022)

R2RNet: Low-light image enhancement via Real-low to Real-normal Network. - Jiang Hai 006; Zhu Xuan; Ren Yang 001; Yutong Hao; Fengzhu Zou; Fang Lin; Songchen Han (J. Vis. Commun. Image Represent., 2023)

A Self-Attention Network for Stereo Matching. - Menglong Yang; Hanyong Wang; Yang Ren 001 (ICME, 2024)

Large Language Model Guided Reinforcement Learning Based Six-Degree-of-Freedom Flight Control. - Yanqiao Han; Menglong Yang; Yang Ren 001; Weizheng Li (IEEE Access, 2024)

Revisiting coarse-to-fine strategy for low-light image enhancement with deep decomposition guided training. - Hai Jiang 006; Yang Ren 001; Songchen Han (Comput. Vis. Image Underst., 2024)

Towards Stabilized Few-Shot Object Detection with Less Forgetting via Sample Normalization. - Yang Ren 001; Menglong Yang; Yanqiao Han; Weizheng Li (Sensors, 2024)

ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency. - Yang Ren 001; Hai Jiang 006; Menglong Yang; Wei Li 075; Shuaicheng Liu (AAAI, 2025)

Learning Arbitrary-Scale RAW Image Downscaling with Wavelet-based Recurrent Reconstruction. - Yang Ren 001; Hai Jiang 006; Wei Li 075; Menglong Yang; Heng Zhang 042; Zehua Sheng; Qingsheng Ye; Shuaicheng Liu (ACM Multimedia, 2025)

ISPFormer: Learning RAW-to-sRGB mappings with wavelet-based self-attention. - Yang Ren 001; Xinhan Niu; Hai Jiang 006; Zhen Liu 022; Ting Jiang 005; Guanghui Liu 001; Shuaicheng Liu (Neurocomputing, 2025)