MLS-GAN: Multi-Level Semantic Guided Image Colorization. - Xinning Chai; Xibei Liu; Hengsheng Zhang; Han Wang; Li Song 001; Liean Cao (ICIP, 2022)

Old-Photo Restoration with Detail- and Structure-Enhanced Cascaded Learning. - Xibei Liu; Xinning Chai; Hengsheng Zhang; Rong Xie; Xiao Gu 001; Li Song 001; Liean Cao (ICME Workshops, 2023)

Hdrtvformer: Efficient Sdrtv-to-Hdrtv via Affine Transformation and Spatial-Aware Transformer. - Hengsheng Zhang; Xinning Chai; Yuhong Zhang; Rong Xie; Li Song 001 (ICASSP, 2024)

Multimodal Semantic-Aware Automatic Colorization with Diffusion Prior. - Han Wang; Xinning Chai; Yiwen Wang; YuHong Zhang; Rong Xie; Li Song 001 (ICME Workshops, 2024)

MRIR: Integrating Multimodal Insights for Diffusion-based Realistic Image Restoration. - Yuhong Zhang; Hengsheng Zhang; Xinning Chai; Rong Xie; Li Song 001; Wenjun Zhang 001 (CoRR, 2024)

Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration. - Yuhong Zhang; Hengsheng Zhang; Xinning Chai; Zhengxue Cheng; Rong Xie; Li Song 001; Wenjun Zhang 001 (CoRR, 2024)

Distillation-Supervised Convolutional Low-Rank Adaptation for Efficient Image Super-Resolution. - Xinning Chai; Yao Zhang; Yuxuan Zhang; Zhengxue Cheng; Yingsheng Qin; Yucai Yang; Li Song (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results. - Xin Li; Kun Yuan; Bingchen Li; Fengbin Guan; Yizhen Shao; Zihao Yu; Xijun Wang; Yiting Lu; Wei Luo; Suhang Yao; Ming Sun; Chao Zhou; et al. (CVPR Workshops, 2025)

Enhanced Semantic Extraction and Guidance for UGC Image Super Resolution. - Yiwen Wang; Ying Liang; Yuxuan Zhang; Xinning Chai; Zhengxue Cheng; Yingsheng Qin; Yucai Yang; Rong Xie; Li Song 001 (CVPR Workshops, 2025)

SemanticColorizer: Improving color semantic rationality for vivid automatic image colorization. - Xinning Chai; Zhengxue Cheng; Hengsheng Zhang; Rong Xie; Li Song 001 (Displays, 2025)

The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report. - Bin Ren; Hang Guo; Lei Sun 016; Zongwei Wu; Radu Timofte; Yawei Li 001; Yao Zhang; Xinning Chai; Zhengxue Cheng; Yingsheng Qin; Yucai Yang; Li Song; et al. (CoRR, 2025)

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results. - Xin Li; Kun Yuan 003; Bingchen Li; Fengbin Guan; Yizhen Shao; Zihao Yu; Xijun Wang; Yiting Lu; Wei Luo; Suhang Yao; Ming Sun; Chao Zhou; et al. (CoRR, 2025)

Semantic and Temporal Integration in Latent Diffusion Space for High-Fidelity Video Super-Resolution. - Yiwen Wang; Xinning Chai; Yuhong Zhang; Zhengxue Cheng; Jun Zhao; Rong Xie; Li Song 001 (CoRR, 2025)