Scholar
Xiefan Guo
Google Scholar ID: X4MKw-wAAAAJ
Beihang University
Citations & Impact
Citations
520
H-index
7
i10-index
7
Publications
11
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- Preprints: 'Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation', 'I4VGen: Image as Free Stepping Stone for Text-to-Video Generation'; Publications: 'ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning', 'Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models', 'InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization', 'Leveraging Predicate and Triplet Learning for Scene Graph Generation', 'ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo', 'Image Inpainting via Conditional Texture and Structure Dual Generation'; Projects: 'Video Diffusion Model for Human Videos with Moving Background', 'DreaMoving: A Human Video Generation Framework based on Diffusion Models', 'Portrait Skin Retouching'; Honors & Awards: 2023 Outstanding Freshman Scholarship for PhD Student (Beihang University), 2022 Excellent Graduate Award (Beihang University), 2022 Tansuo Award (Beihang University), 2021 National Scholarship (Beihang University), 2020 Excellent Graduate Award (Tianjin University), 2019 National Scholarship (Tianjin University), 2018 Weichai Power Scholarship (Tianjin University), 2018 Silver Medal (ACM ICPC & CCPC).
Research Experience
- Interned at Shanghai AI Laboratory, Alibaba TongYi Lab, and Alibaba DAMO Academy.
Education
- Received master's degree from the School of Computer Science and Engineering, Beihang University (BUAA) in Jan. 2023; B.E. degree from the College of Intelligence and Computing, Tianjin University (TJU) in Jul. 2020.
Background
- Research interests: Computer Vision, Generative AI, and Diffusion models. Currently a Ph.D. student at the School of Computer Science and Engineering, Beihang University (BUAA), supervised by Prof. Di Huang.
