Cross Aggregation Transformer for Image Restoration. - Zheng Chen 014; Yulun Zhang 001; Jinjin Gu; Yongbing Zhang 002; Linghe Kong; Xin Yuan 002 (NeurIPS, 2022)

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)

Dual Aggregation Transformer for Image Super-Resolution. - Zheng Chen 014; Yulun Zhang 001; Jinjin Gu; Linghe Kong; Xiaokang Yang 001; Fisher Yu 001 (ICCV, 2023)

Hierarchical Integration Diffusion Model for Realistic Image Deblurring. - Zheng Chen 014; Yulun Zhang 001; Ding Liu 001; Bin Xia; Jinjin Gu; Linghe Kong; Xin Yuan 002 (NeurIPS, 2023)

Image Super-Resolution with Text Prompt Diffusion. - Zheng Chen 014; Yulun Zhang 001; Jinjin Gu; Xin Yuan 002; Linghe Kong; Guihai Chen; Xiaokang Yang 001 (CoRR, 2023)

NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results. - Zheng Chen 014; Zongwei Wu; Eduard Zamfir; Kai Zhang 008; Yulun Zhang 001; Radu Timofte; Xiaokang Yang 001; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Zhijuan Huang; Yajun Zou; et al. (CVPR Workshops, 2024)

Recursive Generalization Transformer for Image Super-Resolution. - Zheng Chen 014; Yulun Zhang 001; Jinjin Gu; Linghe Kong; Xiaokang Yang 001 (ICLR, 2024)

Binarized Diffusion Model for Image Super-Resolution. - Zheng Chen 014; Haotong Qin; Yong Guo; Xiongfei Su; Xin Yuan 002; Linghe Kong; Yulun Zhang 001 (NeurIPS, 2024)

NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results. - Zheng Chen 014; Zongwei Wu; Eduard Zamfir; Kai Zhang 008; Yulun Zhang 001; Radu Timofte; Xiaokang Yang 001; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Zhijuan Huang; Yajun Zou; et al. (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)

Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment. - Zheng Chen 014; Xun Zhang; Wenbo Li 001; Renjing Pei; Fenglong Song; Xiongkuo Min; Xiaohong Liu 001; Xin Yuan 002; Yong Guo; Yulun Zhang 001 (CoRR, 2024)

Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing. - Xiongfei Su; Siyuan Li; Yuning Cui 001; Miao Cao; Yulun Zhang 001; Zheng Chen 014; Zongliang Wu; Zedong Wang; Yuanlong Zhang; Xin Yuan 002 (AAAI, 2025)

Dual-branch Graph Feature Learning for NLOS Imaging. - Xiongfei Su; Tianyi Zhu; Lina Liu 010; Zheng Chen 014; Yulun Zhang 001; Siyuan Li; Juntian Ye; Feihu Xu; Xin Yuan 002 (AAAI, 2025)

OSDFace: One-Step Diffusion Model for Face Restoration. - Jingkai Wang 003; Jue Gong; Lin Zhang; Zheng Chen 014; Xing Liu; Hong Gu; Yutong Liu; Yulun Zhang 001; Xiaokang Yang 001 (CVPR, 2025)

NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results. - Zheng Chen 014; Jingkai Wang 003; Kai Liu; Jue Gong; Lei Sun 016; Zongwei Wu; Radu Timofte; Yulun Zhang 001; Jianxing Zhang; Jinlong Wu; Jun Wang; Zheng Xie; et al. (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results. - Zheng Chen 014; Kai Liu; Jue Gong; Jingkai Wang 003; Lei Sun 016; Zongwei Wu; Radu Timofte; Yulun Zhang 001; Xiangyu Kong; Xiaoxuan Yu; Hyunhee Park; Suejin Han; et al. (CVPR Workshops, 2025)

BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution. - Kai Liu; Kaicheng Yang; Zheng Chen 014; Zhiteng Li; Yong Guo; Wenbo Li 001; Linghe Kong; Yulun Zhang 001 (CoRR, 2025)

Human Body Restoration with One-Step Diffusion Model and A New Benchmark. - Jue Gong; Jingkai Wang 003; Zheng Chen 014; Xing Liu; Hong Gu; Yulun Zhang 001; Xiaokang Yang 001 (CoRR, 2025)

Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal. - Jinpei Guo; Zheng Chen 014; Wenbo Li 002; Yong Guo; Yulun Zhang 001 (CoRR, 2025)

CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution. - Kai Liu; Dehui Wang; Zhiteng Li; Zheng Chen 014; Yong Guo; Wenbo Li 001; Linghe Kong; Yulun Zhang 001 (CoRR, 2025)

One-Step Diffusion Model for Image Motion-Deblurring. - Xiaoyang Liu; Yuquan Wang; Zheng Chen 014; Jiezhang Cao; He Zhang 004; Yulun Zhang 001; Xiaokang Yang 001 (CoRR, 2025)

NTIRE 2025 Challenge on Image Super-Resolution (⨉4): Methods and Results. - Zheng Chen 014; Kai Liu; Jue Gong; Jingkai Wang 003; Lei Sun 016; Zongwei Wu; Radu Timofte; Yulun Zhang 001; Xiangyu Kong; Xiaoxuan Yu; Hyunhee Park; Suejin Han; et al. (CoRR, 2025)

OSCAR: One-Step Diffusion Codec for Image Compression Across Multiple Bit-rates. - Jinpei Guo; Yifei Ji; Zheng Chen 014; Kai Liu; Min Liu; Wang Rao; Wenbo Li; Yong Guo; Yulun Zhang 001 (CoRR, 2025)

DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution. - Zheng Chen 014; Zichen Zou; Kewei Zhang; Xiongfei Su; Xin Yuan 002; Yong Guo; Yulun Zhang 001 (CoRR, 2025)

HonestFace: Towards Honest Face Restoration with One-Step Diffusion Model. - Jingkai Wang 003; Wu Miao; Jue Gong; Zheng Chen 014; Xing Liu; Hong Gu; Yutong Liu; Yulun Zhang 001 (CoRR, 2025)

Tokenizing Electron Cloud in Protein-Ligand Interaction Learning. - Haitao Lin; Odin Zhang; Jia Xu; Yunfan Liu 002; Zheng Chen 014; Lirong Wu; Yufei Huang 002; Zhifeng Gao; Stan Z. Li (CoRR, 2025)

Freqformer: Image-Demoiréing Transformer via Efficient Frequency Decomposition. - Xiaoyang Liu; Bolin Qiu; Jiezhang Cao; Zheng Chen 014; Yulun Zhang 001; Xiaokang Yang 001 (CoRR, 2025)

HAODiff: Human-Aware One-Step Diffusion via Dual-Prompt Guidance. - Jue Gong; Tingyu Yang; Jingkai Wang 003; Zheng Chen 014; Xin Liu 012; Hong Gu; Yulun Zhang 001; Xiaokang Yang 001 (CoRR, 2025)

Enhancing Image Super-Resolution with Dual Compression Transformer. - Jiaxing Yu; Zheng Chen 014; Jingkai Wang 003; Linghe Kong; Jiajie Yan; Wei Gu (Vis. Comput., 2025)

QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution. - Bowen Chai; Zheng Chen 014; Libo Zhu; Wenbo Li; Yong Guo; Yulun Zhang 001 (CoRR, 2025)

Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression. - Zheng Chen 014; Mingde Zhou; Jinpei Guo; Jiale Yuan; Yifei Ji; Yulun Zhang 001 (CoRR, 2025)