About Me | Hsiao-Yuan, Kinsley, Hsu

Currently, I am studying for my master's degree at Wangxuan Institute of Computer Technology (School of Intelligence and Science Technology, SIST), Peking University. Previously, I received my bachelor's degree at Department of Computer Science and Engineering, National Sun Yat-Sen University. My research interests include creativity understanding and generation of visual-textual presentation, mainly focusing on AI-empowered poster design. In addition to computer science and technology, I also have a passion for graphic design. This led me to be responsible for the artistic promotion work of SIST in 2023-2025. Feel free to check out a simple portfolio of my design works if interested.

Publications & Competitions

  • "Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design" @ IJCAI 2025 (AI, Arts and Creativity)
  • "PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation" @ CVPR 2025 [Project][Code]
  • "PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout" @ CVPR 2023 [Paper][Project][Code]
  • "DensityLayout: Density-conditioned Layout GAN for Visual-textual Presentation Designs" @ ICIG 2023 [Paper]
  • "Disaster Scene Description & Indexing Challenge" 1st place @ TRECVID 2022 [Report]
  • "A Deep Learning-based Integrated Algorithm for Misbehavior Detection System in VANETs" @ ACM ICEA 2021 [Paper]

Awards

  • 2025, Outstanding Graduate of Beijing's Higher Education Institutions, Beijing Municipal Education Commission
  • 2025, Outstanding Graduate, Peking University
  • 2024, Scholarship for Students from Taiwan, the First Prize, Ministry of Education of the People's Republic of China
  • 2024, May 4th Scholarship, Peking University
  • 2024, Merit Student, Peking University
  • 2024, Best Organizing Award in PKU.SIST-Huawei Summer Camp @ Shenzhen, Huawei
  • 2023, Scholarship for Students from Taiwan, the Special Prize, Ministry of Education of the People's Republic of China
  • 2023, Award for Scientific Research of Peking University
  • 2022, Scholarship for Students from Taiwan, the Second Prize, Ministry of Education of the People's Republic of China
  • 2021, Special prize of Wistron Corporation goes to 'A Deep Learning-Based Integrated Algorithm for Misbehavior Detection System in VANETs'
  • 2021, Excellent Student Award, National Sun Yat-Sen University
  • 2018, Excellent Student Award, National Sun Yat-Sen University