NTIRE 2023 Challenge on 360° Omnidirectional Image and Video Super-Resolution: Datasets, Methods and Results. - Mingdeng Cao; Chong Mou; Fanghua Yu; Xintao Wang 002; Yinqiang Zheng; Jian Zhang 018; Chao Dong 005; Gen Li 011; Ying Shan; Radu Timofte; Xiaopeng Sun; Weiqi Li; et al. (CVPR Workshops, 2023)

NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and Results. - Yulun Zhang 001; Kai Zhang 008; Zheng Chen 014; Yawei Li 001; Radu Timofte; Junpei Zhang; Kexin Zhang 003; Rui Peng; Yanbiao Ma; Licheng Jia; Huaibo Huang; Xiaoqiang Zhou; et al. (CVPR Workshops, 2023)

SOSR: Source-Free Image Super-Resolution with Wavelet Augmentation Transformer. - Yuang Ai; Xiaoqiang Zhou; Huaibo Huang; Lei Zhang; Ran He 001 (CoRR, 2023)

Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration. - Yuang Ai; Huaibo Huang; Xiaoqiang Zhou; Jiexiang Wang; Ran He 001 (CVPR, 2024)

Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer. - Yuang Ai; Xiaoqiang Zhou; Huaibo Huang; Lei Zhang; Ran He 001 (CVPR, 2024)

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation. - Yuang Ai; Xiaoqiang Zhou; Huaibo Huang; Xiaotian Han; Zhengyu Chen; Quanzeng You; Hongxia Yang (NeurIPS, 2024)

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning. - Xiaotian Han; Yiren Jian; Xuefeng Hu; Haogeng Liu; Yiqi Wang 004; Qihang Fan; Yuang Ai; Huaibo Huang; Ran He 001; Zhenheng Yang; Quanzeng You (CoRR, 2024)

LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration. - Yuang Ai; Huaibo Huang; Ran He 001 (CoRR, 2024)

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation. - Yuang Ai; Xiaoqiang Zhou; Huaibo Huang; Xiaotian Han; Zheng Chen 014; Quanzeng You; Hongxia Yang (CoRR, 2024)

Test-time Forgery Detection with Spatial-Frequency Prompt Learning. - Junxian Duan; Yuang Ai; Jipeng Liu; Shenyuan Huang; Huaibo Huang; Jie Cao 002; Ran He 001 (Int. J. Comput. Vis., 2025)

DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling. - Yuang Ai; Qihang Fan; Xuefeng Hu; Zhenheng Yang; Ran He 001; Huaibo Huang (CoRR, 2025)

Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention. - Yuang Ai; Huaibo Huang; Tao Wu; Qihang Fan; Ran He 001 (CoRR, 2025)

Rectifying Magnitude Neglect in Linear Attention. - Qihang Fan; Huaibo Huang; Yuang Ai; Ran He 001 (CoRR, 2025)