Fu-Yun Wang (Pronounced as "Foo-Yoon Wahng" IPA: [fu˧˥ yn˧˥ wɑŋ]) is a second-year Ph.D. student at MMLab@CUHK, supervised by Professor Xiaogang Wang and Professor Hongsheng Li.
Prior to this, he obtained his B.Eng. from Nanjing University in 2023 with first-class honor, supervised by Professor Han-Jia Ye and Dr. Da-Wei Zhou in the LAMDA Group.
Currently, he works on diffusion acceleration. He is also interested in building innovative generative vision applications. He works closely with Dr. Zhaoyang Huang.
News
- JUL 2024 Two first-author papers are accepted by ECCV 2024 (One Oral).
- MAY 2024 Release Phased Consistency Model, more advanced consistency model design for fast image and video generation.
- APR 2024 Motion-I2V is accepted by SIGGRAPH 2024.
- JAN 2024 A co-author paper is accepted by CVPR 2024.
- JAN 2024 Release AnimateLCM, a pioneer work for fast video generation.
- Aug 2023 Beginning of Ph.D. study at Multimedia Laboratory.
Preprint
Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow
Fu-Yun Wang,
Ling Yang,
Zhaoyang Huang,
Mengdi Wang,
Hongsheng Li,
arXiv. 2024
arXiv •
GitHub
OSV: One Step is Enough for High-Quality Image to Video Generation
Xiaofeng Mao*,
Zhengkai Jiang*,
Fu-Yun Wang*,
Wenbing Zhu,
Jiangning Zhang,
Hao Chen,
Mingmin Chi,
Yabiao Wang
arXiv. 2024
arXiv
Publication
Phased Consistency Model
Fu-Yun Wang,
Zhaoyang Huang,
Alexander William Bergman,
Dazhong Shen,
Peng Gao,
Michael Lingelbach,
Keqiang Sun,
Weikang Bian,
Guanglu Song,
Yu Liu,
Hongsheng Li,
Xiaogang Wang
Conference on Neural Information Processing Systems. NeurIPS2024.
Project Page •
Github •
arXiv
Fu-Yun Wang,
Zhaoyang Huang,
Weikang Bian,
Xiaoyu Shi,
Keqiang Sun,
Guanglu Song,
Yu Liu,
Hongsheng Li
Special Interest Group on Computer Graphics and Interactive Techniques Asia. SIGGRAPH Asia 2024 Technical Communications.
Project Page •
Github 
Fu-Yun Wang,
Zhaoyang Huang,
Qiang Ma,
Xudong Lu,
Bianwei Kang,
Yijin Li,
Yu Liu,
Hongsheng Li
European Conference on Computer Vision. ECCV 2024.
ECCV 2024 Oral Presentation
Project Page •
Paper
Fu-Yun Wang,
Xiaoshi Wu,
Zhaoyang Huang,
Xiaoyu Shi,
Dazhong Shen,
Guanglu Song,
Yu Liu,
Hongsheng Li
European Conference on Computer Vision. ECCV 2024.
Project Page •
arXiv •
GitHub
Xiaoyu Shi*,
Zhaoyang Huang*,
Fu-Yun Wang*,
Weikang Bian*,
Dasong Li,
Yi Zhang,
Manyuan Zhang,
Kachun Cheung,
Simon See,
Hongwei Qin,
Jifeng Dai,
Hongsheng Li
Special Interest Group on GRAPHics and Interactive Techniques.SIGGRAPH 2024.
SIGGRAPH 2024 Technical Papers Trailer
Project Page •
arXiv
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance
Dazhong Shen,
Guanglu Song,
Zeyue Xue,
Fu-Yun Wang,
Yu Liu,
IEEE Conference on Computer Vision and Pattern Recognition.CVPR 2024.
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
Fu-Yun Wang,
Da-Wei Zhou,
Han-Jia Ye,
De-Chuan Zhan
European Conference on Computer Vision. ECCV 2022.
Github •
arXiv •
BEEF: Bi-Compatible Class-Incremental via Energy-Based Expansion and Fusion
Fu-Yun Wang,
Da-Wei Zhou,
Han-Jia Ye,
De-Chuan Zhan
Eleventh International Conference on Learning Representations. ICLR 2023.
Github •
Paper
FACT: Forward Compatible Few-Shot Class-Incremental Learning
Da-Wei Zhou,
Fu-Yun Wang,
Han-Jia Ye,
Liang Ma,
Shiliang Pu,
De-Chuan Zhan
IEEE Conference on Computer Vision and Pattern Recognition.CVPR 2022.
Github •
arXiv •
PyCIL: A Python Toolbox for Class-Incremental Learning
Da-Wei Zhou*,
Fu-Yun Wang*,
Han-Jia Ye,
De-Chuan Zhan
SCIENCE CHINA Information Sciences. SCIS.
Github •
arXiv •
Media • 
Awards & Honor
- 2023 HKPFS (Hong Kong PhD Fellowship Scheme)
- 2023 Outstanding Graduate of Nanjing University
- 2023 Outstanding Undergraduate Thesis of Nanjing University
- 2022 Sensetime Scholarship
- 2022 Huawei Scholarship
- 2021 National Scholarship
Sevices
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Reviewer of TPAMI, TCSVT, PRL, CVPR2023, NeurIPS2023, ICLR2024, CVPR2024, ICML2024, ECCV 2024, BMVC 2024, ICLR 2025