Cumulative Rain Density Sensing Network for Single Image Derain. - Long Peng 003; Aiwen Jiang; Qiaosi Yi; Mingwen Wang 001 (IEEE Signal Process. Lett., 2020)

Ensemble single image deraining network via progressive structural boosting constraints. - Long Peng 003; Aiwen Jiang; Haoran Wei; Bo Liu 006; Mingwen Wang 001 (Signal Process. Image Commun., 2021)

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Yulun Zhang 001; Radu Timofte; Luc Van Gool; Lei Yu; Youwei Li; Xinpeng Li 002; Ting Jiang; Qi Wu 017; Mingyan Han; Wenjie Lin; Chengzhi Jiang; et al. (CVPR Workshops, 2023)

Decoupling-and-Aggregating for Image Exposure Correction. - Yang Wang 015; Long Peng 003; Liang Li 003; Yang Cao 010; Zheng-Jun Zha (CVPR, 2023)

Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey. - Marcos V. Conde; Zhijun Lei; Wen Li; Ioannis Katsavounidis; Radu Timofte; Min Yan; Xin Liu; Qian Wang; Xiaoqian Ye; Zhan Du; Tiansen Zhang; Zhiyuan Li; et al. (CVPR Workshops, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CVPR Workshops, 2024)

NTIRE 2024 Challenge on Light Field Image Super-Resolution: Methods and Results. - Yingqian Wang 002; Zhengyu Liang; Qianyu Chen; Longguang Wang; Jungang Yang 001; Radu Timofte; Yulan Guo; Wentao Chao; Yiming Kan; Xuechun Wang; Fuqing Duan; Guanghui Wang 001; et al. (CVPR Workshops, 2024)

Latent Degradation Representation Constraint for Single Image Deraining. - Yuhong He; Long Peng 003; Lu Wang; Jun Cheng (ICASSP, 2024)

FC3DNET: A Fully Connected Encoder-Decoder for Efficient Demoiréing. - Zhibo Du; Long Peng 003; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (ICIP, 2024)

Dual-Path Coupled Image Deraining Network Via Spatial-Frequency Interaction. - Yuhong He; Aiwen Jiang; Lingfang Jiang; Long Peng 003; Zhifeng Wang 006; Lu Wang (ICIP, 2024)

UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks. - Jingjing Ren; Wenbo Li 002; Haoyu Chen 003; Renjing Pei; Bin Shao; Yong Guo; Long Peng 003; Fenglong Song; Lei Zhu 003 (NeurIPS, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CoRR, 2024)

Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey. - Marcos V. Conde; Zhijun Lei; Wen Li; Cosmin Stejerean; Ioannis Katsavounidis; Radu Timofte; Kihwan Yoon; Ganzorig Gankhuyag; Jiangtao Lv; Long Sun; Jinshan Pan; Jiangxin Dong; et al. (CoRR, 2024)

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Dafeng Zhang; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Peiqing Yang 001; Zhezhu Jin; Guanqun Liu 005; Chen Change Loy; Lize Zhang; et al. (CoRR, 2024)

Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution. - Long Peng 003; Yang Cao 010; Renjing Pei; Wenbo Li 002; Jiaming Guo; Xueyang Fu; Yang Wang 015; Zheng-Jun Zha (CoRR, 2024)

Towards Realistic Data Generation for Real-World Super-Resolution. - Long Peng 003; Wenbo Li 002; Renjing Pei; Jingjing Ren; Xueyang Fu; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2024)

FC3DNet: A Fully Connected Encoder-Decoder for Efficient Demoir'eing. - Zhibo Du; Long Peng 003; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2024)

DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution. - Aiwen Jiang; Zhi Wei 004; Long Peng 003; Feiqiang Liu; Wenbo Li 002; Mingwen Wang 001 (CoRR, 2024)

Multi-Scale Representation Learning for Image Restoration with State-Space Model. - Yuhong He; Long Peng 003; Qiaosi Yi; Chen Wu; Lu Wang (CoRR, 2024)

S3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model. - Peizhe Xia; Long Peng 003; Xin Di; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2024)

Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration. - Haoze Sun; Wenbo Li 002; Jiayue Liu; Kaiwen Zhou; Yongqiang Chen 002; Yong Guo; Yanwei Li; Renjing Pei; Long Peng 003; Yujiu Yang (CoRR, 2024)

Lightweight Adaptive Feature De-Drifting for Compressed Image Classification. - Long Peng 003; Yang Cao 010; Yuejin Sun; Yang Wang 015 (IEEE Trans. Multim., 2024)

Brightness Perceiving for Recursive Low-Light Image Enhancement. - Haodian Wang; Long Peng 003; Yuejin Sun; Zengyu Wan; Yang Wang 015; Yang Cao 010 (IEEE Trans. Artif. Intell., 2024)

Boosting Image De-Raining via Central-Surrounding Synergistic Convolution. - Long Peng 003; Yang Wang 015; Xin Di; Peizhe Xia; Xueyang Fu; Yang Cao 010; Zheng-Jun Zha (AAAI, 2025)

QMambaBSR: Burst Image Super-Resolution with Query State Space Model. - Xin Di; Long Peng 003; Peizhe Xia; Wenbo Li 002; Renjing Pei; Yang Cao 010; Yang Wang 015; Zheng-Jun Zha (CVPR, 2025)

RGB Photo Enhancement on Mobile GPUs, Mobile AI 2025 Challenge: Report. - Andrey Ignatov; Georgy Perevozchikov; Radu Timofte; Wu Pan; Song Wang; Dong Zhang; Zhao Ran; Xiaochen Li; Shichang Ju; Diankai Zhang; Biao Wu; Shaoli Liu; et al. (CVPR Workshops, 2025)

Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection. - Jiancheng Pan; Yanxing Liu; Xiao He; Long Peng 003; Jiahao Li; Yuze Sun; Xiaomeng Huang (CVPR Workshops, 2025)

Towards Realistic Data Generation for Real-World Super-Resolution. - Long Peng 003; Wenbo Li 002; Renjing Pei; Jingjing Ren; Jiaqi Xu; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (ICLR, 2025)

Textual prompt guided image restoration. - Qiuhai Yan; Aiwen Jiang; Kang Chen; Long Peng 003; Qiaosi Yi; Chunjie Zhang (Eng. Appl. Artif. Intell., 2025)

Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration. - Long Peng 003; Xin Di; Zhanfeng Feng; Wenbo Li 002; Renjing Pei; Yang Wang 015; Xueyang Fu; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling. - Long Peng 003; Anran Wu; Wenbo Li 002; Peizhe Xia; Xueyuan Dai; Xinjie Zhang; Xin Di; Haoze Sun; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

EarthSynth: Generating Informative Earth Observation with Diffusion Models. - Jiancheng Pan; Shiye Lei; Yuqian Fu; Jiahao Li; Yanxing Liu; Yuze Sun; Xiao He; Long Peng 003; Xiaomeng Huang; Bo Zhao (CoRR, 2025)

PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement. - Zhanfeng Feng; Long Peng 003; Xin Di; Yong Guo; Wenbo Li 002; Yulun Zhang 001; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

RobustGS: Unified Boosting of Feedforward 3D Gaussian Splatting under Low-Quality Conditions. - Anran Wu; Long Peng 003; Xin Di; Xueyuan Dai; Chen Wu; Yang Wang 015; Xueyang Fu; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)