FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting. - Rui Liu 019; Hanming Deng; Yangyi Huang; Xiaoyu Shi 002; Lewei Lu; Wenxiu Sun; Xiaogang Wang 001; Jifeng Dai; Hongsheng Li 001 (ICCV, 2021)

Decoupled Spatial-Temporal Transformer for Video Inpainting. - Rui Liu 019; Hanming Deng; Yangyi Huang; Xiaoyu Shi 002; Lewei Lu; Wenxiu Sun; Xiaogang Wang 001; Jifeng Dai; Hongsheng Li 001 (CoRR, 2021)

FlowFormer: A Transformer Architecture for Optical Flow. - Zhaoyang Huang; Xiaoyu Shi 002; Chao Zhang; Qiang Wang 023; Ka Chun Cheung; Hongwei Qin; Jifeng Dai; Hongsheng Li 001 (ECCV (17), 2022)

No Attention is Needed: Grouped Spatial-temporal Shift for Simple and Efficient Video Restorers. - Dasong Li; Xiaoyu Shi 002; Yi Zhang 108; Xiaogang Wang 001; Hongwei Qin; Hongsheng Li 001 (CoRR, 2022)

A Simple Baseline for Video Restoration with Grouped Spatial-Temporal Shift. - Dasong Li; Xiaoyu Shi 002; Yi Zhang 108; Ka Chun Cheung; Simon See; Xiaogang Wang 001; Hongwei Qin; Hongsheng Li 001 (CVPR, 2023)

FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation. - Xiaoyu Shi 002; Zhaoyang Huang; Dasong Li; Manyuan Zhang; Ka Chun Cheung; Simon See; Hongwei Qin; Jifeng Dai; Hongsheng Li 001 (CVPR, 2023)

VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation. - Xiaoyu Shi 002; Zhaoyang Huang; Weikang Bian; Dasong Li; Manyuan Zhang; Ka Chun Cheung; Simon See; Hongwei Qin; Jifeng Dai; Hongsheng Li 001 (ICCV, 2023)

BlinkFlow: A Dataset to Push the Limits of Event-Based Optical Flow Estimation. - Yijin Li; Zhaoyang Huang; Shuo Chen; Xiaoyu Shi 002; Hongsheng Li 001; Hujun Bao; Zhaopeng Cui; Guofeng Zhang 001 (IROS, 2023)

Context-PIPs: Persistent Independent Particles Demands Context Features. - Weikang Bian; Zhaoyang Huang; Xiaoyu Shi 002; Yitong Dong; Yijin Li; Hongsheng Li 001 (NeurIPS, 2023)

A Unified Conditional Framework for Diffusion-based Image Restoration. - Yi Zhang 108; Xiaoyu Shi 002; Dasong Li; Xiaogang Wang 001; Jian Wang 111; Hongsheng Li 001 (NeurIPS, 2023)

KBNet: Kernel Basis Network for Image Restoration. - Yi Zhang 108; Dasong Li; Xiaoyu Shi 002; Dailan He; Kangning Song; Xiaogang Wang 001; Hongwei Qin; Hongsheng Li 001 (CoRR, 2023)

Context-TAP: Tracking Any Point Demands Spatial Context Features. - Weikang Bian; Zhaoyang Huang; Xiaoyu Shi 002; Yitong Dong; Yijin Li; Hongsheng Li 001 (CoRR, 2023)

FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow. - Zhaoyang Huang; Xiaoyu Shi 002; Chao Zhang; Qiang Wang 023; Yijin Li; Hongwei Qin; Jifeng Dai; Xiaogang Wang 001; Hongsheng Li 001 (CoRR, 2023)

BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation Using RGB Frames and Events. - Yijin Li; Yichen Shen 004; Zhaoyang Huang; Shuo Chen; Weikang Bian; Xiaoyu Shi 002; Fu-Yun Wang; Keqiang Sun; Hujun Bao; Zhaopeng Cui; Guofeng Zhang 001; Hongsheng Li 001 (ECCV (67), 2024)

Be-Your-Outpainter: Mastering Video Outpainting Through Input-Specific Adaptation. - Fu-Yun Wang; Xiaoshi Wu; Zhaoyang Huang; Xiaoyu Shi 002; Dazhong Shen; Guanglu Song; Yu Liu 015; Hongsheng Li 001 (ECCV (44), 2024)

Three Things We Need to Know About Transferring Stable Diffusion to Visual Dense Prediction Tasks. - Manyuan Zhang; Guanglu Song; Xiaoyu Shi 002; Yu Liu 015; Hongsheng Li 001 (ECCV (42), 2024)

Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling. - Xiaoyu Shi 002; Zhaoyang Huang; Fu-Yun Wang; Weikang Bian; Dasong Li; Yi Zhang 108; Manyuan Zhang; Ka Chun Cheung; Simon See; Hongwei Qin; Jifeng Dai; Hongsheng Li 001 (SIGGRAPH (Conference Paper Track), 2024)

AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data. - Fu-Yun Wang; Zhaoyang Huang; Weikang Bian; Xiaoyu Shi 002; Keqiang Sun; Guanglu Song; Yu Liu 015; Hongsheng Li 001 (SIGGRAPH Asia Technical Communications, 2024)

AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning. - Fu-Yun Wang; Zhaoyang Huang; Xiaoyu Shi 002; Weikang Bian; Guanglu Song; Yu Liu 015; Hongsheng Li 001 (CoRR, 2024)

GS-DiT: Advancing Video Generation with Dynamic 3D Gaussian Fields through Efficient Dense 3D Point Tracking. - Weikang Bian; Zhaoyang Huang; Xiaoyu Shi 002; Yijin Li; Fu-Yun Wang; Hongsheng Li 001 (CVPR, 2025)

FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering. - Jingqiu Zhou; Lue Fan; Linjiang Huang; Xiaoyu Shi 002; Si Liu 001; Zhaoxiang Zhang 001; Hongsheng Li 001 (CVPR, 2025)

GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking. - Weikang Bian; Zhaoyang Huang; Xiaoyu Shi 002; Yijin Li; Fu-Yun Wang; Hongsheng Li 001 (CoRR, 2025)

FlexDrive: Toward Trajectory Flexibility in Driving Scene Reconstruction and Rendering. - Jingqiu Zhou; Lue Fan; Linjiang Huang; Xiaoyu Shi 002; Si Liu 001; Zhaoxiang Zhang 001; Hongsheng Li 001 (CoRR, 2025)