33 citations · 34 across the 2 of their papers we have counts for
2 papers
cs.SE2023★ 1 cited
Understanding the Complexity and Its Impact on Testing in ML-Enabled Systems
Junming Cao, Bihuan Chen, Longjie Hu +3
Machine learning (ML) enabled systems are emerging with recent breakthroughs in ML. A model-centric view is widely taken by the literature to focus only on the analysis of ML model…
cs.SE2021★ 33 cited
Understanding Performance Problems in Deep Learning Systems
Junming Cao, Bihuan Chen, Chao Sun +3
Deep learning (DL) has been widely applied to many domains. Unique challenges in engineering DL systems are posed by the programming paradigm shift from traditional systems to DL s…