3 papers
cs.SE2024
Decide: Knowledge-Based Version Incompatibility Detection in Deep Learning Stacks
Zihan Zhou, Zhongkai Zhao, Bonan Kou +1
Version incompatibility issues are prevalent when reusing or reproducing deep learning (DL) models and applications. Compared with official API documentation, which is often incomp…
cs.SE2023
Knowledge-Based Version Incompatibility Detection for Deep Learning
Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim +2
Version incompatibility issues are rampant when reusing or reproducing deep learning models and applications. Existing techniques are limited to library dependency specifications d…
cs.SE2023
Automated Summarization of Stack Overflow Posts
Bonan Kou, Muhao Chen, Tianyi Zhang
Software developers often resort to Stack Overflow (SO) to fill their programming needs. Given the abundance of relevant posts, navigating them and comparing different solutions is…