Songwen Hu
Visualization Lab @ GT , Atlanta | Georgia | USA
Shot on Nikon Z30 📸
I’m a first-year CS Ph.D. student at Georgia Tech, advised by Dr. Cindy Xiong Bearfield. Prior to joining Georgia Tech, I worked with Dr. Shuai Li at Shanghai Jiao Tong University.
My research interest focuses on animated visualization, collaborative visualization systems, and visualization recommender systems. I explore how design choices impact perception in animated visualization, how AI assistants can enhance data collaboration with visualization systems, and how to recommend visualizations with minimal user interaction.
I also have experience with traditional recommender systems, deep learning and reinforcement learning.
news
Jul 15, 2024 | Full paper accepted to IEEE VIS 2024 🥳 |
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Feb 07, 2024 | Abstract accepted to VSS 2024 🥳 |
Aug 17, 2023 | Start of my study in Georgia Tech, Atlanta ✨ |
selected publications
- Hierarchical conversational preference elicitation with bandit feedbackIn Proceedings of the 31st ACM International Conference on Information & Knowledge Management , 2022
- Motion-based visual encoding can improve performance on perceptual tasks with dynamic time seriesIEEE Transactions on Visualization and Computer Graphics, 2024