• 性别：男
• 学历：博士研究生
• 学位：工学博士学位
• 所在单位：计算机科学与技术学院
• 办公地点：机电实验大楼A409
• 电子邮箱：3dede085c1343eb40eaddb2d15c26b76e1486efe85d8cbfe7ca062f346c1c4027bc77e69d5809a263e4679ef86a4a516309cc2ff726158a1ad6c78115b6ab58b12a7b2b06e20d11744fe346d7aca6e11ea5d39d271e66cca5bc2a0a2a3c61351bb42892694ceb140523c2b4871cbe456c2e9033a786a7af65c5f94d755d52163
• 在职信息：在岗

杨瑞，华侨大学计算机科学与技术学院人工智能系讲师。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, 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, 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, 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, andShengfeng 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).   

[6]Huining Li, Bangzhen Liu, Rui Yang, Yang Zhou, Chenshu Xu, Xufang Pang, andShengfeng He. VideoSketcher: A Training-Free Approach for Coherent Video SketchTransfer.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, The IEEE International Conference on Multimedia and Expo (ICME 2024), Niagra Falls, Canada, July 15-19, 2024

[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." Journal of Visual Communication and Image Representation 98 (2024): 104038. 

[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

[1]One-Shot Reference-based Structure-Aware Image to Sketch Synthesis.Philadelphia, PA, USA:The Thirty-Ninth Annual AAAI Conference on Artificial Intelligence (AAAI 2025),(CCF A类会议论文),2025,

[2]Special perceptual parsing for Chinese landscape painting scene understanding: a semantic segmentation approach.Neural Computing & Applications (NCAA) (中科院三区，CCF C类期刊, IF= 4.7),2023,

[3]Stroke2Sketch: Harnessing Stroke Attributes for Training-Free Sketch Extraction” ICCV 2025 Conference.ICCV 2025 Conference,(CCF A类会议论文),2025,

[4]Semantic Layout-Guided Diffusion Model for High-Fidelity Image Synthesis in ‘The Thousand Li of Rivers and Mountains’.Expert Systems With Applications (ESWA) (中科院一区TOP期刊，IF= 7.6),2025,

[5]MixSA: Training-free Reference-based Sketch Extraction via Mixture-of-SelfAttention.Transactions on Visualization and Computer Graphics (TVCG) (中科院一区TOP、CCF A类期刊，IF= 5.1),2024,

[1]面向对象程序设计(JAVA)

[2]人工智能导论

邮编:737f8aae4a08ba22b2d1bb3024326757b40dfe18aacf6c5b2ba9aba60491309865a9be85c30e8e03d981ef78affce0659cab1ee18953e1d615e59b46ac019e4f23ab2731269393e1e65fe704820abeec0f309e2228b8896688584d25ba744de04514f9923270acd23d5d5496c67eade824bc73e8c4c203b5372e570c476a2762

通讯/办公地址:5950502c4eeb368c786f2a4daf4507d4f319d87e4eea0c36f47b0272399348eddfef389ff149c593ed2d5d789943ba3abd2055b8da1dd0961abc75f9d6bd01e4e3f4e36e4218993f0b9f13ea00211b102af655300669a6c6ee43d06e246c05c6739cd30e247ab8ad8b8e4c1845279c6c70fa1fbd221d84d2d9b7a79817f1e138

邮箱:3dede085c1343eb40eaddb2d15c26b76e1486efe85d8cbfe7ca062f346c1c4027bc77e69d5809a263e4679ef86a4a516309cc2ff726158a1ad6c78115b6ab58b12a7b2b06e20d11744fe346d7aca6e11ea5d39d271e66cca5bc2a0a2a3c61351bb42892694ceb140523c2b4871cbe456c2e9033a786a7af65c5f94d755d52163