Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation. - Jay Zhangjie Wu; Yixiao Ge; Xintao Wang 002; Weixian Lei; Yuchao Gu; Wynne Hsu; Ying Shan; Xiaohu Qie; Mike Zheng Shou (CoRR, 2022)

Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task. - Stan Weixian Lei; Difei Gao; Jay Zhangjie Wu; Yuxuan Wang; Wei Liu 005; Mengmi Zhang; Mike Zheng Shou (AAAI, 2023)

Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation. - Jay Zhangjie Wu; Yixiao Ge; Xintao Wang 002; Stan Weixian Lei; Yuchao Gu; Yufei Shi 003; Wynne Hsu; Ying Shan; Xiaohu Qie; Mike Zheng Shou (ICCV, 2023)

Label-Efficient Online Continual Object Detection in Streaming Video. - Jay Zhangjie Wu; David Junhao Zhang; Wynne Hsu; Mengmi Zhang; Mike Zheng Shou (ICCV, 2023)

Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models. - Yuchao Gu; Xintao Wang 002; Jay Zhangjie Wu; Yujun Shi; Yunpeng Chen; Zihan Fan; Wuyou Xiao; Rui Zhao 001; Shuning Chang; Weijia Wu 001; Yixiao Ge; Ying Shan; et al. (NeurIPS, 2023)

MotionDirector: Motion Customization of Text-to-Video Diffusion Models. - Rui Zhao 001; Yuchao Gu; Jay Zhangjie Wu; David Junhao Zhang; Jiawei Liu; Weijia Wu 001; Jussi Keppo; Mike Zheng Shou (CoRR, 2023)

DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing. - Jiawei Liu; Yan-Pei Cao; Jay Zhangjie Wu; Weijia Mao; Yuchao Gu; Rui Zhao 001; Jussi Keppo; Ying Shan; Mike Zheng Shou (CoRR, 2023)

CVPR 2023 Text Guided Video Editing Competition. - Jay Zhangjie Wu; Xiuyu Li; Difei Gao; Zhen Dong 003; Jinbin Bai; Aishani Singh; Xiaoyu Xiang; Youzeng Li; Zuwei Huang; Yuanxi Sun; Rui He; Feng Hu; et al. (CoRR, 2023)

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. - Thong Nguyen 003; Yi Bin; Junbin Xiao; Leigang Qu; Yicong Li 004; Jay Zhangjie Wu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (ACL (Findings), 2024)

VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence. - Yuchao Gu; Yipin Zhou; Bichen Wu; Licheng Yu; Jia-Wei Liu; Rui Zhao 001; Jay Zhangjie Wu; David Junhao Zhang; Mike Zheng Shou; Kevin Tang (CVPR, 2024)

DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing. - Jia-Wei Liu; Yan-Pei Cao; Jay Zhangjie Wu; Weijia Mao; Yuchao Gu; Rui Zhao 001; Jussi Keppo; Ying Shan; Mike Zheng Shou (CVPR, 2024)

Free-ATM: Harnessing Free Attention Masks for Representation Learning on Diffusion-Generated Images. - David Junhao Zhang; Mutian Xu; Jay Zhangjie Wu; Chuhui Xue; Wenqing Zhang; Xiaoguang Han 001; Song Bai 001; Mike Zheng Shou (ECCV (40), 2024)

MotionDirector: Motion Customization of Text-to-Video Diffusion Models. - Rui Zhao 001; Yuchao Gu; Jay Zhangjie Wu; David Junhao Zhang; Jia-Wei Liu; Weijia Wu 001; Jussi Keppo; Mike Zheng Shou (ECCV (56), 2024)

SCube: Instant Large-Scale Scene Reconstruction using VoxSplats. - Xuanchi Ren; Yifan Lu; Hanxue Liang; Jay Zhangjie Wu; Huan Ling; Mike Chen; Sanja Fidler; Francis Williams; Jiahui Huang (NeurIPS, 2024)

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. - Rui Zhao 001; Hangjie Yuan; Yujie Wei 001; Shiwei Zhang 001; Yuchao Gu; Lingmin Ran; Xiang Wang 012; Jay Zhangjie Wu; David Junhao Zhang; Yingya Zhang; Mike Zheng Shou (NeurIPS, 2024)

Towards A Better Metric for Text-to-Video Generation. - Jay Zhangjie Wu; Guian Fang; Haoning Wu 001; Xintao Wang 002; Yixiao Ge; Xiaodong Cun; David Junhao Zhang; Jia-Wei Liu; Yuchao Gu; Rui Zhao 001; Weisi Lin; Wynne Hsu; et al. (CoRR, 2024)

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. - Rui Zhao 001; Hangjie Yuan; Yujie Wei 001; Shiwei Zhang 001; Yuchao Gu; Lingmin Ran; Xiang Wang 012; Jay Zhangjie Wu; Junhao Zhang; Yingya Zhang; Mike Zheng Shou (CoRR, 2024)

DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models. - Jay Zhangjie Wu; Yuxuan Zhang 001; Haithem Turki; Xuanchi Ren; Jun Gao 004; Mike Zheng Shou; Sanja Fidler; Zan Gojcic; Huan Ling (CVPR, 2025)

Cosmos World Foundation Model Platform for Physical AI. - Niket Agarwal; Arslan Ali; Maciej Bala; Yogesh Balaji; Erik Barker; Tiffany Cai; Prithvijit Chattopadhyay; Yongxin Chen; Yin Cui; Yifan Ding; Daniel Dworakowski; Jiaojiao Fan; et al. (CoRR, 2025)

Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control. - Hassan Abu Alhaija; José M. Álvarez 004; Maciej Bala; Tiffany Cai; Tianshi Cao; Liz Cha; Joshua Chen; Mike Chen; Francesco Ferroni; Sanja Fidler; Dieter Fox; Yunhao Ge; et al. (CoRR, 2025)

Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation. - David Junhao Zhang; Jay Zhangjie Wu; Jia-Wei Liu; Rui Zhao 001; Lingmin Ran; Yuchao Gu; Difei Gao; Mike Zheng Shou (Int. J. Comput. Vis., 2025)

Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models. - Xuanchi Ren; Yifan Lu; Tianshi Cao; Ruiyuan Gao 003; Shengyu Huang; Amirmojtaba Sabour; Tianchang Shen; Tobias Pfaff; Jay Zhangjie Wu; Runjian Chen; Seung Wook Kim 001; Jun Gao 004; et al. (CoRR, 2025)