InfoDet: A Dataset for Infographic Element Detection

Jiangning Zhu, Yuxing Zhou, Zheng Wang, Juntao Yao, Yima Gu, Yuhui Yuan, Shixia Liu

International Conference on Learning Representations. 2026.

Project | Paper | Dataset

BiasField: Interactive Bias Probing of Machine Learning Datasets

Zhen Li, Weikai Yang, Xinhuan Shu, Jiangning Zhu, Hui Zhang, Shixia Liu

IEEE Transactions on Visualization and Computer Graphics. 2026.

Hierarchical Fuzzy-Cluster-Aware Grid Layout for Large-Scale Data

Yuxing Zhou, Changjian Chen, Zhiyang Shen, Jiangning Zhu, Jiashu Chen, Weikai Yang, Shixia Liu.

IEEE Transactions on Visualization and Computer Graphics. 2025.

Project | Paper

ReorderBench: A Benchmark for Matrix Reordering

Jiangning Zhu*, Zheng Wang*, Zhiyang Shen, Lai Wei, Fengyuan Tian, Mengchen Liu, Shixia Liu.

IEEE Transactions on Visualization and Computer Graphics. 2025.

Project | Paper

Structural-Entropy-Based Sample Selection for Efficient and Effective Learning

Tianchi Xie*, Jiangning Zhu*, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu.

International Conference on Learning Representations. 2025.

Project | Paper

A Survey of Visual Analytics Research for Improving Training Data Quality (in Chinese)

Weikai Yang, Changjian Chen, Jiangning Zhu, Lei Li, Peng Liu, Shixia Liu.

CCF Journal of Computer-Aided Design & Computer Graphics. 2023.

Project | Paper