Xiefan Guo

Papers Full list on Google Scholar.

ECCV'26
EruDiff: Refactoring knowledge in diffusion models for advanced text-to-image synthesis.
Xiefan Guo, Xinzhu Ma, Haoxiang Ma, Zihao Zhou, and Di Huang.
Paper / arXiv / Code
ECCV'26
G3AFT: Glance guided gradient aligned fine-tuning for visual autoregressive models.
Jiayi Zhang, Xiefan Guo, Xinzhu Ma, and Di Huang.
Paper / Code
ICML'26
What makes synthetic data effective in image segmentation.
Jinjin Zhang, Xiefan Guo, Yizhou Jin, Nan Zhou, and Di Huang.
Paper / arXiv / Code
CVPR'26
CTCal: Rethinking text-to-image diffusion models via cross-timestep self-calibration.
Xiefan Guo, Xinzhu Ma, Haiyu Zhang, and Di Huang.
Paper / arXiv / Code / Project
ICASSP'26
Towards accurate quantization for large vision-language models via zeroth-order gradient optimization and sectioned logarithmic quantizer.
Jiayi Zhang, Jiaxin Chen, Xiefan Guo, Xin Tong, and Di Huang.
Paper
ICCV'25
ShortFT: Diffusion model alignment via shortcut-based fine-tuning.
Xiefan Guo, Miaomiao Cui, Liefeng Bo, and Di Huang.
Paper / arXiv / Code / Project / Poster
CVPR'25
Diffusion-4K: Ultra-high-resolution image synthesis with latent diffusion models.
Jinjin Zhang, Qiuyu Huang, Junjie Liu, Xiefan Guo, and Di Huang.
Paper / arXiv / Code / Dataset
arXiv'24
I4VGen: Image as free stepping stone for text-to-video generation.
Xiefan Guo, Jinlin Liu, Miaomiao Cui, Liefeng Bo, and Di Huang.
Paper / arXiv / Code / Project
CVPR'24
InitNO: Boosting text-to-image diffusion models via initial noise optimization.
Xiefan Guo, Jinlin Liu, Miaomiao Cui, Jiankai Li, Hongyu Yang, and Di Huang.
Paper / arXiv / Code / Project / Slide / Poster
CVPR'24
Leveraging predicate and triplet learning for scene graph generation.
Jiankai Li, Yunhong Wang, Xiefan Guo, Ruijie Yang, and Weixin Li.
Paper / arXiv / Code
Tech report'23
DreaMoving: A human video generation framework based on diffusion models.
Mengyang Feng, Jinlin Liu, Kai Yu, Yuan Yao, Zheng Hui, Xiefan Guo, Xianhui Lin, Haolan Xue, Chen Shi, Xiaowen Li, Aojie Li, Xiaoyang Kang, Biwen Lei, Miaomiao Cui, Peiran Ren, and Xuansong Xie.
Paper / arXiv / Code / Project / Demo
Tech report'23
From idea to script to screen: Towards training-friendly long video generation.
Xiefan Guo, Hongyu Yang, and Di Huang.
Paper
CVPR'22
ABPN: Adaptive blend pyramid network for real-time local retouching of ultra high-resolution photo.
Biwen Lei, Xiefan Guo, Hongyu Yang, Miaomiao Cui, Xuansong Xie, and Di Huang.
Paper / Dataset
ICCV'21
Image inpainting via conditional texture and structure dual generation.
Xiefan Guo, Hongyu Yang, and Di Huang.
Paper / arXiv / Code / Slide / Poster