activity
20192026
most citedComparing Offline and Online Testing of Deep Neural Networks: An Autonomous Car Case Study

57 citations · 99 across the 6 of their papers we have counts for

collaborators

6 papers

cs.SE2026

Can Language Models Pass Software Testing Certification Exams? a case study

Fitash Ul Haq, Jordi Cabot

Large Language Models (LLMs) play a pivotal role in both academic research and broader societal applications. LLMs are increasingly used in software testing activities such as test…

cs.SE2025

B-OCL: An Object Constraint Language Interpreter in Python

Fitash Ul Haq, Jordi Cabot

The Object Constraint Language (OCL) has been widely used in the modeling community to complement software models for precisely defining constraints and business rules for the mode…

cs.SE2024★ 22 cited

Building BESSER: an open-source low-code platform

Iván Alfonso, Aaron Conrardy, Armen Sulejmani +5

Low-code platforms (latest reincarnation of the long tradition of model-driven engineering approaches) have the potential of saving us countless hours of repetitive boilerplate cod…

cs.SE2021★ 3 cited

Can Offline Testing of Deep Neural Networks Replace Their Online Testing?

Fitash Ul Haq, Donghwan Shin, Shiva Nejati +1

We distinguish two general modes of testing for Deep Neural Networks (DNNs): Offline testing where DNNs are tested as individual units based on test datasets obtained without invol…

cs.CV2020★ 17 cited

Automatic Test Suite Generation for Key-Points Detection DNNs using Many-Objective Search (Experience Paper)

Fitash Ul Haq, Donghwan Shin, Lionel C. Briand +2

Automatically detecting the positions of key-points (e.g., facial key-points or finger key-points) in an image is an essential problem in many applications, such as driver's gaze d…

cs.LG2019★ 57 cited

Comparing Offline and Online Testing of Deep Neural Networks: An Autonomous Car Case Study

Fitash Ul Haq, Donghwan Shin, Shiva Nejati +1

There is a growing body of research on developing testing techniques for Deep Neural Networks (DNN). We distinguish two general modes of testing for DNNs: Offline testing where DNN…