Forward Compatible Few-Shot Class-Incremental Learning. - Da-Wei Zhou 001; Fu-Yun Wang; Han-Jia Ye; Liang Ma; Shiliang Pu; De-Chuan Zhan (CVPR, 2022)

FOSTER: Feature Boosting and Compression for Class-Incremental Learning. - Fu-Yun Wang; Da-Wei Zhou 001; Han-Jia Ye; De-Chuan Zhan (ECCV (25), 2022)

BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion. - Fu-Yun Wang; Da-Wei Zhou 001; Liu Liu 014; Han-Jia Ye; Yatao Bian; De-Chuan Zhan; Peilin Zhao (ICLR, 2023)

Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising. - Fu-Yun Wang; Wenshuo Chen; Guanglu Song; Han-Jia Ye; Yu Liu 015; Hongsheng Li 001 (CoRR, 2023)

PyCIL: a Python toolbox for class-incremental learning. - Da-Wei Zhou 001; Fu-Yun Wang; Han-Jia Ye; De-Chuan Zhan (Sci. China Inf. Sci., 2023)

Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance. - Dazhong Shen; Guanglu Song; Zeyue Xue; Fu-Yun Wang; Yu Liu 015 (CVPR, 2024)

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)

ZoLA: Zero-Shot Creative Long Animation Generation with Short Video Model. - Fu-Yun Wang; Zhaoyang Huang; Qiang Ma; Guanglu Song; Xudong Lu; Weikang Bian; Yijin Li; Yu Liu 015; Hongsheng Li 001 (ECCV (45), 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)

Phased Consistency Models. - Fu-Yun Wang; Zhaoyang Huang; Alexander William Bergman; Dazhong Shen; Peng Gao 007; Michael Lingelbach; Keqiang Sun; Weikang Bian; Guanglu Song; Yu Liu 015; Xiaogang Wang 001; Hongsheng Li 001 (NeurIPS, 2024)

Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Xiangyang Zhu; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (NeurIPS, 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)

Phased Consistency Model. - Fu-Yun Wang; Zhaoyang Huang; Alexander William Bergman; Dazhong Shen; Peng Gao 007; Michael Lingelbach; Keqiang Sun; Weikang Bian; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Xiaogang Wang 001 (CoRR, 2024)

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Lirui Zhao; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (CoRR, 2024)

OSV: One Step is Enough for High-Quality Image to Video Generation. - Xiaofeng Mao; Zhengkai Jiang 001; Fu-Yun Wang; Wenbing Zhu; Jiangning Zhang; Hao Chen; Mingmin Chi; Yabiao Wang (CoRR, 2024)

Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D Synthesis. - Bohan Zeng; Ling Yang 006; Siyu Li; Jiaming Liu; Zixiang Zhang; Juanxi Tian; Kaixin Zhu; Yongzhen Guo; Fu-Yun Wang; Minkai Xu; Stefano Ermon; Wentao Zhang 001 (CoRR, 2024)

Stable Consistency Tuning: Understanding and Improving Consistency Models. - Fu-Yun Wang; Zhengyang Geng; Hongsheng Li (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)

OSV: One Step is Enough for High-Quality Image to Video Generation. - Xiaofeng Mao; Zhengkai Jiang 001; Fu-Yun Wang; Jiangning Zhang; Hao Chen; Mingmin Chi; Yabiao Wang; Wenhan Luo (CVPR, 2025)

InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation. - Zhixin Lai; Keqiang Sun; Fu-Yun Wang; Dhritiman Sagar; Erli Ding (ICLR, 2025)

Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow. - Fu-Yun Wang; Ling Yang 006; Zhaoyang Huang; Mengdi Wang; Hongsheng Li 001 (ICLR, 2025)

Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models. - Fu-Yun Wang; Yunhao Shui; Jingtan Piao; Keqiang Sun; Hongsheng Li 001 (ICLR, 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)

Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models. - Fu-Yun Wang; Yunhao Shui; Jingtan Piao; Keqiang Sun; Hongsheng Li (CoRR, 2025)

Self-NPO: Negative Preference Optimization of Diffusion Models by Simply Learning from Itself without Explicit Preference Annotations. - Fu-Yun Wang; Keqiang Sun; Yao Teng; Xihui Liu; Jiaming Song; Hongsheng Li (CoRR, 2025)