ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts.Jiajun Zhu, Xinyu Cheng, Zhongsu Luo, Yunfan Zhou, Xinhuan Shu*, Di Weng*, Yingcai Wu. ACM Symposium on User Interface Software and Technology (UIST), 2025.
HYPNOS: Interactive Data Lineage Tracing for Data Transformation Scripts.Xiwen Cai, Xiaodong Ge, Kai Xiong, Shuainan Ye, Di Weng*, Ke Xu*, Datong Wei, Jiang Long, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 (Early Access).
StructVizor: Interactive profiling of semi-structured textual data.Yanwei Huang, Yan Miao, Di Weng*, Adam Perer, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), 2025.
Ferry: Toward Better Understanding of Input/Output Space for Data Wrangling Scripts.Zhongsu Luo, Kai Xiong, Jiajun Zhu, Ran Chen, Xinhuan Shu, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 31, no. 1, pp. 1202-1212, 2025 (also accepted by IEEE VIS 2024).
Linking Text and Visualizations via Contextual Knowledge Graph.Xiwen Cai, Di Weng*, Taotao Fu, Siwei Fu, Yongheng Wang, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 (Early Access).