DiffLoss: Unleashing Diffusion Model as Constraint for Training Image Restoration Network. - Jiangtong Tan; Hu Yu 001; Jie Huang 017; Zizheng Yang; Feng Zhao 004 (ACCV (4), 2022)

Frequency and Spatial Dual Guidance for Image Dehazing. - Hu Yu 001; Naishan Zheng; Man Zhou; Jie Huang 017; Zeyu Xiao; Feng Zhao 004 (ECCV (19), 2022)

Spatial-Frequency Domain Information Integration for Pan-Sharpening. - Man Zhou; Jie Huang 017; Keyu Yan; Hu Yu 001; Xueyang Fu; Aiping Liu; Xian Wei; Feng Zhao 004 (ECCV (18), 2022)

Source-Free Domain Adaptation for Real-World Image Dehazing. - Hu Yu 001; Jie Huang 017; Yajing Liu; Qi Zhu 010; Man Zhou; Feng Zhao 004 (ACM Multimedia, 2022)

Adaptively Learning Low-high Frequency Information Integration for Pan-sharpening. - Man Zhou; Jie Huang 017; Chongyi Li; Hu Yu 001; Keyu Yan; Naishan Zheng; Feng Zhao 004 (ACM Multimedia, 2022)

Deep Fourier Up-Sampling. - Man Zhou; Hu Yu 001; Jie Huang 017; Feng Zhao 004; Jinwei Gu; Chen Change Loy; Deyu Meng; Chongyi Li (NeurIPS, 2022)

Visual Recognition-Driven Image Restoration for Multiple Degradation with Intrinsic Semantics Recovery. - Zizheng Yang; Jie Huang 017; Jiahao Chang; Man Zhou; Hu Yu 001; Jinghao Zhang; Feng Zhao 004 (CVPR, 2023)

Ingredient-oriented Multi-Degradation Learning for Image Restoration. - Jinghao Zhang; Jie Huang 017; Mingde Yao; Zizheng Yang; Hu Yu 001; Man Zhou; Feng Zhao 004 (CVPR, 2023)

Efficient Multi-exposure Image Fusion via Filter-dominated Fusion and Gradient-driven Unsupervised Learning. - Kaiwen Zheng; Jie Huang 017; Hu Yu 001; Feng Zhao 004 (CVPR Workshops, 2023)

High-quality Image Dehazing with Diffusion Model. - Hu Yu 001; Jie Huang 017; Kaiwen Zheng; Man Zhou; Feng Zhao 004 (CoRR, 2023)

Unleashing the Potential of the Semantic Latent Space in Diffusion Models for Image Dehazing. - Zizheng Yang; Hu Yu 001; Bing Li 024; Jinghao Zhang; Jie Huang 017; Feng Zhao 004 (ECCV (44), 2024)

FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining. - Zhen Zou; Hu Yu 001; Jie Huang 017; Feng Zhao 004 (ACM Multimedia, 2024)

Uncovering the Text Embedding in Text-to-Image Diffusion Models. - Hu Yu 001; Hao Luo 004; Fan Wang 019; Feng Zhao 004 (CoRR, 2024)

Frequency Autoregressive Image Generation with Continuous Tokens. - Hu Yu 001; Hao Luo 004; Hangjie Yuan; Yu Rong; Feng Zhao 004 (CoRR, 2025)

Lumos-1: On Autoregressive Video Generation from a Unified Model Perspective. - Hangjie Yuan; Weihua Chen; Jun Cen; Hu Yu 001; Jingyun Liang; Shuning Chang; Zhihui Lin; Tao Feng; Pengwei Liu; Jiazheng Xing; Hao Luo 004; Jiasheng Tang; et al. (CoRR, 2025)