LightVA: Lightweight visual analytics with LLM agent-based task planning and execution.
Yuheng Zhao, Junjie Wang, Linbin Xiang, Xiaowen Zhang, Zifei Guo, Cagatay Turkay, Yu Zhang, Siming Chen*.
IEEE Transactions on Visualization and Computer Graphics, Accepted, 2024.

LEVA: Using large language models to enhance visual analytics.
Yuheng Zhao, Yixing Zhang, Yu Zhang, Xinyi Zhao, Junjie Wang, Zekai Shao, Cagatay Turkay, Siming Chen*.
IEEE Transactions on Visualization and Computer Graphics, Accepted, 2024.

Graph-Neural-Network-Based User Intent Understanding for Visual Analytics.
Yue Wang, Yusheng Qi, Xiaolong Luke Zhang, Siming Chen*.
In Proceedings of IEEE Pacific Visualization Conference (PacificVis 2024), pages 11-21, Tokyo, Japan, 2024.

TopicRefiner: Coherence-Guided Steerable LDA for Visual Topic Enhancement.
Huan Yang, Jie Li, Siming Chen*.
IEEE Trans. Vis. Comput. Graph. 30(8): 4542-4557, 2024.

OneLabeler: A Flexible System for Building Data Labeling Tools.
Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang.
ACM CHI Conference on Human Factors in Computing Systems (ACM CHI'22), 93: 1-22, 2022.
| Paper | pdf (8.4MB) | Video | mp4 (21.2MB) | Code | OneLabeler