HINet: Half Instance Normalization Network for Image Restoration. - Liangyu Chen 002; Xin Lu 006; Jie Zhang; Xiaojie Chu; Chengpeng Chen (CVPR Workshops, 2021)

Points As Queries: Weakly Semi-Supervised Object Detection by Points. - Liangyu Chen 002; Tong Yang 005; Xiangyu Zhang 005; Wei Zhang 016; Jian Sun 001 (CVPR, 2021)

Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report. - Andrey Ignatov; Kim Byeoung-su; Radu Timofte; Angeline Pouget; Fenglong Song; Cheng Li 009; Shuai Xiao; Zhongqian Fu; Matteo Maggioni; Yibin Huang; Shen Cheng; Xin Lu 006; et al. (CoRR, 2021)

Revisiting Global Statistics Aggregation for Improving Image Restoration. - Xiaojie Chu; Liangyu Chen 002; Chengpeng Chen; Xin Lu 006 (CoRR, 2021)

NAFSSR: Stereo Image Super-Resolution Using NAFNet. - Xiaojie Chu; Liangyu Chen 002; Wenqing Yu (CVPR Workshops, 2022)

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Liangyu Chen 002; Xiaojie Chu; Wenqing Yu; Kai Jin; Zeqiang Wei; Sha Guo; et al. (CVPR Workshops, 2022)

Simple Baselines for Image Restoration. - Liangyu Chen 002; Xiaojie Chu; Xiangyu Zhang 005; Jian Sun 001 (ECCV (7), 2022)

Adaptive Selection of Reference Frames for Video Object Segmentation. - Lingyi Hong; Wei Zhang 016; Liangyu Chen 002; Wenqiang Zhang; Jianping Fan 001 (IEEE Trans. Image Process., 2022)

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model. - Guoqing Ma; Haoyang Huang; Kun Yan; Liangyu Chen 002; Nan Duan; Shengming Yin; Changyi Wan; Ranchen Ming; Xiaoniu Song; Xing Chen; Yu Zhou 010; Deshan Sun; et al. (CoRR, 2025)

Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model. - Haoyang Huang; Guoqing Ma; Nan Duan; Xing Chen; Changyi Wan; Ranchen Ming; Tianyu Wang; Bo Wang; Zhiying Lu; Aojie Li; Xianfang Zeng; Xinhao Zhang; et al. (CoRR, 2025)