StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter. - Gongye Liu; Menghan Xia; Yong Zhang 034; Haoxin Chen; Jinbo Xing; Xintao Wang 002; Yujiu Yang; Ying Shan (CoRR, 2023)

DynamiCrafter: Animating Open-Domain Images with Video Diffusion Priors. - Jinbo Xing; Menghan Xia; Yong Zhang 034; Hao Chen 011; Wangbo Yu; Hanyuan Liu; Gongye Liu; Xintao Wang 002; Ying Shan; Tien-Tsin Wong (ECCV (46), 2024)

Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling. - Gongye Liu; Haoze Sun; Jiayi Li 002; Fei Yin; Yujiu Yang (IJCAI, 2024)

CGB-DM: Content and Graphic Balance Layout Generation with Transformer-based Diffusion Model. - Yu Li; Yifan Chen; Gongye Liu; Jie Wu; Yujiu Yang (CoRR, 2024)

StyleCrafter: Taming Artistic Video Diffusion with Reference-Augmented Adapter Learning. - Gongye Liu; Menghan Xia; Yong Zhang 034; Haoxin Chen; Jinbo Xing; Yibo Wang; Xintao Wang 002; Ying Shan; Yujiu Yang (ACM Trans. Graph., 2024)

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation. - Cheng Yang 002; Chufan Shi; Yaxin Liu; Bo Shui; Junjie Wang 011; Mohan Jing; Linran Xu; Xinyu Zhu; Siheng Li; Yuxiang Zhang; Gongye Liu; Xiaomei Nie; et al. (ICLR, 2025)

Autoregressive Models in Vision: A Survey. - Jing Xiong; Gongye Liu; Lun Huang; Chengyue Wu; Taiqiang Wu; Yao Mu 001; Yuan Yao; Hui Shen; Zhongwei Wan; Jinfa Huang; Chaofan Tao; Shen Yan; et al. (Trans. Mach. Learn. Res., 2025)

Improving Video Generation with Human Feedback. - Jie Liu 047; Gongye Liu; Jiajun Liang; Ziyang Yuan; Xiaokun Liu; Mingwu Zheng; Xiele Wu; Qiulin Wang; Wenyu Qin; Menghan Xia; Xintao Wang 002; Xiaohong Liu 001; et al. (CoRR, 2025)

Flow-GRPO: Training Flow Matching Models via Online RL. - Jie Liu 047; Gongye Liu; Jiajun Liang; Yangguang Li 001; Jiaheng Liu; Xintao Wang 002; Pengfei Wan 001; Di Zhang; Wanli Ouyang (CoRR, 2025)