杨瑞，华侨大学计算机科学与技术学院人工智能系讲师。IEEE Senior Member，2021年9月至2025年6月就读于陕西师范大学计算机科学学院，获计算机科学与技术专业博士学位；2019年12月获西安交通大学计算机技术专业硕士学位。主要研究方向为模式识别、计算机视觉与机器学习，聚焦于文化艺术图像与科技融合领域。已在国际知名期刊（IEEE TVCG、 ESWA）及计算机视觉领域重要会议（ICCV、AAAI、WACV）等发表论文10余篇。曾参与国家重点研发计划及国家自然科学基金等多个科研项目。

论文列表Google Scholar & DBLP

[1]Rui Yang, Xiaojun Wu, and Shengfeng He. MixSA: Training-free Reference-based Sketch Extraction via Mixture-of-Self-Attention[J]. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025, 31(9): 6208-6222.  (中科院一区TOP、CCF A类期刊，IF= 5.1). DOI:10.1109/TVCG.2024.3502395 

[2]Rui Yang, Kaoru Ota, Mianxiong Dong, and Xiaojun Wu. Semantic Layout-Guided Diffusion Model for High-Fidelity Image Synthesis in “The Thousand Li of Rivers and Mountains”[J].Expert Systems With Applications (ESWA), 2025, 263: 125645. (中科院一区TOP期刊，IF= 7.6).  DOI:10.1016/j.eswa.2024.125645  

[3]Rui Yang, Honghong Yang, Min Zhao, Ru Jia, Xiaojun Wu, and Yumei Zhang. Special Perceptual Parsing for Chinese Landscape Painting Scene Understanding: A Semantic Segmentation Approach[J]. Neural Computing and Applications (NCAA), 36, 5231–5249(2024). (中科院三区、CCF C类期刊，IF= 4.7). DOI:10.1007/s00521-023-09343-w  

[4]Rui Yang, Honghong Yang, Li Zhao, Qin Lei, Mianxiong Dong, Kaoru Ota, and Xiaojun Wu. One-Shot Reference-based Structure-Aware Image to Sketch Synthesis[C]. The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2025), Philadelphia, PA, USA, February 25-March 4, 2025. (CCF A类会议论文). DOI:10.1609/aaai.v39i9.33000

[5]Rui Yang, Huining Li, Yiyi Long, Xiaojun Wu, and Shengfeng He. Stroke2sketch: Harnessing stroke attributes for training-free sketch generation[C]. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025: 16545-16554. (CCF A类会议论文).   DOI:

[6]Huining Li, Bangzhen Liu, Rui Yang, Yang Zhou, Chenshu Xu, Xufang Pang, and Shengfeng He. VideoSketcher: A Training-Free Approach for Coherent Video SketchTransfer[C]. IEEE Winter Conference on Applications of Computer Vision (WACV), 2026. (Oral Presentation)   

[7]Qin Lei, Rui Yang, Jiang Zhong, Rongzheng Li, Muyang He, Mianxiong Dong, Kaoru Ota. Expanding Crack Segmentation Dataset with Crack Growth Simulation and Feature Space Diversity[C]. The IEEE International Conference on Multimedia and Expo (ICME 2024), Niagra Falls, Canada, July 15-19, 2024. DOI:10.1109/ICME57554.2024.10688181

[8]Jia, Ru, Li Zhao, Rui Yang, Honghong Yang, Xiaojun Wu, Yumei Zhang, Peng Li, and Yuping Su. Hfa-gtnet: Hierarchical fusion adaptive graph transformer network for dance action recognition[J]. Journal of Visual Communication and Image Representation 98 (2024): 104038. DOI:10.1016/j.jvcir.2023.104038

[9]Yiyi Long, Chenxi Zheng, Chenshu Xu, Rui Yang, Jingxin Liang, Chuhua Xian, and Shengfeng He. SketchCrafter: Sketch Extraction as a Training-Free Generative Process[J]. Computer Graphics Forum e70484. DOI:10.1111/cgf.70484

[1] 日本室兰工业大学       计算机科学与技术       博士联合培养       博士学位

[2] 陕西师范大学       计算机科学与技术       博士研究生       博士学位

[3] 西安交通大学       计算机技术       硕士研究生       硕士学位

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