14 citations · 21 across the 6 of their papers we have counts for
7 papers
Software Dependencies 2.0: An Empirical Study of Reuse and Integration of Pre-Trained Models in Open-Source Projects
Jerin Yasmin, Wenxin Jiang, James C. Davis +1
Pre-trained models (PTMs) are machine learning models that have been trained in advance, often on large-scale data, and can be reused for new tasks, thereby reducing the need for c…
Understanding Abandonment and Slowdown Dynamics in the Maven Ecosystem
Kazi Amit Hasan, Jerin Yasmin, Huizi Hao +3
The sustainability of libraries is critical for modern software development, yet many libraries face abandonment, posing significant risks to dependent projects. This study explore…
An Empirical Study of Developers' Challenges in Implementing Workflows as Code: A Case Study on Apache Airflow
Jerin Yasmin, Jiale Wang, Yuan Tian +1
The Workflows as Code paradigm is becoming increasingly essential to streamline the design and management of complex processes within data-intensive software systems. These systems…
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software
Wenxin Jiang, Jerin Yasmin, Jason Jones +6
The development and training of deep learning models have become increasingly costly and complex. Consequently, software engineers are adopting pre-trained models (PTMs) for their…
PeaTMOSS: Mining Pre-Trained Models in Open-Source Software
Wenxin Jiang, Jason Jones, Jerin Yasmin +6
Developing and training deep learning models is expensive, so software engineers have begun to reuse pre-trained deep learning models (PTMs) and fine-tune them for downstream tasks…
A First Look at Duplicate and Near-duplicate Self-admitted Technical Debt Comments
Jerin Yasmin, Mohammad Sadegh Sheikhaei, Yuan Tian
Self-admitted technical debt (SATD) refers to technical debt that is intentionally introduced by developers and explicitly documented in code comments or other software artifacts (…
A First Look at the Deprecation of RESTful APIs: An Empirical Study
Jerin Yasmin, Yuan Tian, Jinqiu Yang
REpresentational State Transfer (REST) is considered as one standard software architectural style to build web APIs that can integrate software systems over the internet. However,…