4 papers
Model Literacy: An Extra Summative Evaluation Factor for Visual Analytics
Lei Xia, Siyu Wu, Haodian Li +3
Understanding and enhancing visual analytics (VA) performance is important for maximizing their impact. Existing studies have successfully applied well-established summative evalua…
Visualization of Machine Learning Models through Their Spatial and Temporal Listeners
Siyu Wu, Lei Shi, Lei Xia +5
Model visualization (ModelVis) has emerged as a major research direction, yet existing taxonomies are largely organized by data or tasks, making it difficult to treat models as fir…
eXpath: Explaining Knowledge Graph Link Prediction with Ontological Closed Path Rules
Ye Sun, Lei Shi, Yongxin Tong
Link prediction (LP) is crucial for Knowledge Graphs (KG) completion but commonly suffers from interpretability issues. While several methods have been proposed to explain embeddin…
GeneticPrism: Multifaceted Visualization of Scientific Impact Evolutions
Ye Sun, Zipeng Liu, Yuankai Luo +2
Understanding the evolution of scholarly impact is essential for many real-life decision-making processes in academia, such as research planning, frontier exploration, and award se…