research
∙
05/04/2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
Computational notebooks such as Jupyter Notebook have become data scient...
share
research
∙
05/04/2023
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Diffusion-based generative models' impressive ability to create convinci...
research
∙
10/01/2022
Explaining Website Reliability by Visualizing Hyperlink Connectivity
As the information on the Internet continues growing exponentially, unde...
research
∙
05/08/2022
NOVA: A Practical Method for Creating Notebook-Ready Visual Analytics
How can we develop visual analytics (VA) tools that can be easily adopte...
research
∙
04/12/2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier
CNN image classifiers are widely used, thanks to their efficiency and ac...
research
∙
03/30/2022
ConceptEvo: Interpreting Concept Evolution in Deep Learning Training
Deep neural networks (DNNs) have been widely used for decision making, p...
research
∙
04/22/2021
Effectively Sampling Higher Order Mutants Using Causal Effect
Higher Order Mutation (HOM) has been proposed to avoid equivalent mutant...
research
∙
04/19/2021
Causal Program Dependence Analysis
We introduce Causal Program Dependence Analysis (CPDA), a dynamic depend...
research
∙
09/30/2020
AUBER: Automated BERT Regularization
How can we effectively regularize BERT? Although BERT proves its effecti...
research
∙
09/29/2020