Jinbin Huang

BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing

2021 · arXiv (Cornell University)

The coronavirus disease 2019 (COVID-19) pandemic has caused an unprecedented health crisis for the global. Digital contact tracing, as a transmission intervention measure, has shown its effectiveness on pandemic control. Despite intensive research on digital …

ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective

2022 · arXiv (Cornell University)

Traditional deep learning interpretability methods which are suitable for model users cannot explain network behaviors at the global level and are inflexible at providing fine-grained explanations. As a solution, concept-based explanations are gaining attention due …