research
∙
05/03/2020
Repairing Deep Neural Networks: Fix Patterns and Challenges
Significant interest in applying Deep Neural Network (DNN) has fueled th...
share
research
∙
06/27/2019
What Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow
Modern software systems are increasingly including machine learning (ML)...
research
∙
06/03/2019
A Comprehensive Study on Deep Learning Bug Characteristics
Deep learning has gained substantial popularity in recent years. Develop...
research
∙
05/30/2019
Identifying Classes Susceptible to Adversarial Attacks
Despite numerous attempts to defend deep learning based image classifier...
research
∙
04/30/2018
A Cyberinfrastructure for BigData Transportation Engineering
Big Data-driven transportation engineering has the potential to improve ...
research
∙
11/15/2017