DPNet: Detail-preserving image deraining via learning frequency domain knowledge. - Hao Yang 040; Dongming Zhou; Jinde Cao; Qian Zhao 014 (Digit. Signal Process., 2022)

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network. - Hao Yang 040; Liyuan Pan; Yan Yang 011; Miaomiao Liu 001 (CoRR, 2023)

CDMC-Net: Context-Aware Image Deblurring Using a Multi-scale Cascaded Network. - Qian Zhao 014; Dongming Zhou; Hao Yang 040 (Neural Process. Lett., 2023)

Rethinking Image Deblurring via CNN-Transformer Multiscale Hybrid Architecture. - Qian Zhao 014; Hao Yang 040; Dongming Zhou; Jinde Cao (IEEE Trans. Instrum. Meas., 2023)

Multi-scale network toward real-world image denoising. - Lianmin Zhou; Dongming Zhou; Hao Yang 040; Shaoliang Yang (Int. J. Mach. Learn. Cybern., 2023)

RainFormer: a pyramid transformer for single image deraining. - Hao Yang 040; Dongming Zhou; Jinde Cao; Qian Zhao 014; Miao Li (J. Supercomput., 2023)

A two-stage network with wavelet transformation for single-image deraining. - Hao Yang 040; Dongming Zhou; Miao Li; Qian Zhao 014 (Vis. Comput., 2023)

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network. - Hao Yang 040; Liyuan Pan; Yan Yang 011; Richard I. Hartley; Miaomiao Liu 001 (CVPR, 2024)

Language-driven All-in-one Adverse Weather Removal. - Hao Yang 040; Liyuan Pan; Yan Yang 011; Wei Liang (CVPR, 2024)

Event-based Few-shot Fine-grained Human Action Recognition. - Zonglin Yang 002; Yan Yang 011; Yuheng Shi; Hao Yang 040; Ruikun Zhang; Liu Liu 009; Xinxiao Wu; Liyuan Pan (IROS, 2024)

LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset. - Ruikun Zhang; Hao Yang 040; Yan Yang 011; Ying Fu 003; Liyuan Pan (MMAsia, 2024)

Two-subnet network for real-world image denoising. - Lianmin Zhou; Dongming Zhou; Hao Yang 040; Shaoliang Yang (Multim. Tools Appl., 2024)

A Preliminary Study for GPT-4o on Image Restoration. - Hao Yang 040; Yan Yang 011; Ruikun Zhang; Liyuan Pan (CoRR, 2025)