Yunfan Ye is an Assistant Professor in the School of Design, Hunan University (HNU). His main research interests include computer vision and graphics, intelligent design and its applications. In recent years, he has participated in numerous National Natural Science Foundation projects and national key research and development projects in the fields of computer vision and graphics, cultural big data, etc. He has published 4 academic papers (first author) in top international conferences or journals including CVPR, AAAI, and TIP, etc.
For more details, see the personal homepage: https://yunfan1202.github.io/
Research Interests
Computer vision and graphics, Intelligent design and their applications, Edge detection, Neural radiance field
Education
National University of Defense Technology (NUDT)，Computer Science and Technology，PhD
Stevens Institute of Technology (SIT)，Computer Science，Master
Xiamen Technology (XMU)，Computer Science and Technology，Bachelor
Teaching
Intelligent Design Method
Papers
AAAI, 2024: DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection. Yunfan Ye*, Kai Xu*, Yuhang Huang†, Renjiao Yi, Zhiping Cai (CCF A Conference)
CVPR, 2023: NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-view Images. Yunfan Ye, Renjiao Yi, Zhirui Gao, Chenyang Zhu, Zhiping Cai, Kai Xu† (CCF A Conference)
TIP, 2023: Delving into Crispness: Guided Label Refinement for Crisp Edge Detection. Yunfan Ye, Renjiao Yi, Zhirui Gao, Zhiping Cai†, Kai Xu† (CCF A Journal, IF:10.6)
TNNLS, 2023: STEdge: Self-Training Edge Detection With Multilayer Teaching and Regularization. Yunfan Ye*, Renjiao Yi*, Zhiping Cai†, Kai Xu† (CCF B Journal, IF:10.4)
TCSVT, 2023: Fixing the Double Agent Vulnerability of Deep Watermarking: A Patch-Level Solution against Artwork Plagiarism. Yuanjing Luo*, Tongqing Zhou*, Shenglan Cui, Yunfan Ye, Fang Liu†, Zhiping Cai (CCF B Journal, IF:8.4)
Computational Visual Media Journal (CVMJ): Learning Accurate Template Matching with Differentiable Coarse-to-Fine Correspondence Refinement. Zhirui Gao, Renjiao Yi, Zheng Qin, Yunfan Ye, Chenyang Zhu, Kai Xu† (SCI Q2 Journal)
Multimedia System: Image Captioning for Cultural Artworks: a Case Study on Ceramics. Baoying Zheng, Fang Liu†, Mohan Zhang, Tongqing Zhou, Shenglan Cui, Yunfan Ye, Yeting Guo (JCR Q1 Journal)
