2 papers
cs.LG2026
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…
cs.AI2024
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…