Weiyi Shang

An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks

Lizhi Liao, Heng Li, Weiyi Shang et al. · ACM Transactions on Software Engineering and Methodology · 2022 · 198 citations

Computing, Computer Science, Design Optimization +16

A Framework for Evaluating the Results of the SZZ Approach for Identifying Bug-Introducing Changes

Daniel Alencar da Costa, Shane McIntosh, Weiyi Shang et al. · IEEE Transactions on Software Engineering · 2016 · 190 citations

Computing, Computer Science, Hazard Identification +10

Logram: Efficient Log Parsing Using n-Gram Dictionaries

Hetong Dai, Heng Li, Che Shao Chen et al. · IEEE Transactions on Software Engineering · 2020 · 161 citations

Computing, Computer Engineering, Computer Science +14

Detecting performance anti-patterns for applications developed using object-relational mapping

Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang et al. · 2014 · 131 citations

Computing, Computer Science, Computer Systems +8

Assisting developers of Big Data Analytics Applications when deploying on Hadoop clouds

Weiyi Shang, Zhen Ming Jiang, Hadi Hemmati et al. · 2013 35th International Conference on Software Engineering (ICSE) · 2013 · 120 citations

Computing, Cloud Computing, Computer Systems +10