About Me | Hsiao-Yuan, Kinsley, Hsu

I received my master's degree from Wangxuan Institute of Computer Technology (School of Intelligence and Science Technology, SIST), Peking University, and my bachelor's degree from the Department of Computer Science and Engineering, National Sun Yat-Sen University.
My research interests lie in the fields of computer vision and AI-generated content (AIGC), with a primary focus on graphic design generation. In this context, my published papers mainly concentrate on poster layout generation.
In addition to scientific research, I've also been involved in art promotion for SIST from 2023 to 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) [Project][Code]
  • "PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation" @ CVPR 2025 [Paper][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