I am Yukai Guo, studying in the School of Software, Tsinghua University, advised by Prof. Shixia Liu. Prior to that, I was an undergraduate student at Tsinghua University, where I majored in Software Engineering (2018-2022) and minored in Psychology (2019-2022).
🔥 News
- 2023.10: 💬 I present our work Uni-Evaluator in Image and Video session of IEEE VIS 2023. 📍Melbourne, Australia.
- 2023.07: 💬 I present our work Uni-Evaluator at ChinaVis 2023. 📍Chongqing, China.
- 2023.07: 🎉 Our paper Uni-Evaluator is accepted by IEEE VIS 2023!
✍️ Publications
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision
Changjian Chen*, Yukai Guo*, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
IEEE Transactions on Visualization and Computer Graphics (Proc. VIS 2023), 30(1):76-86
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Uni-Evaluator is a visual analysis tool to support a unified model evaluation for different computer vision tasks, including classification, object detection, and instance segmentation.
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We further cleaned the annotations of the COCO validation dataset after the case study shown in our paper. The COCO-format annotation file can be downloaded via this link.
🎒 Educations
- 2022.08 - (now), Software Engineering, School of Software, Tsinghua University.
- 2018.08 - 2022.06, Bachelor in Software Engineering, School of Software, Tsinghua University.
- 2012.08 - 2018.06, the Affiliated High School of South China Normal University, Guangzhou.
🏆 Honors and Awards
- Outstanding Undergraduate of Tsinghua University (清华大学优秀毕业生, Top 2%), 2022
- Outstanding Undergraduate of Beijing (北京市优秀毕业生, Top 5%), 2022
- National Scholarship (国家奖学金, Top 1%), 2021
🤝 Services
- Student Volunteer
- IEEE VIS (2023)
- Reviewer
- ChinaVis (2023)
- PacificVis (2024)
- Teaching Assistant
- Discrete Mathematics I (2022-2023)