93 citations · 94 across the 3 of their papers we have counts for
3 papers
Human-AI Collaboration for Scaling Agile Regression Testing: An Agentic-AI Teammate from Manual to Automated Testing
Moustapha El Outmani, Manthan Venkataramana Shenoy, Ahmad Hatahet +4
Automated regression testing is essential for maintaining rapid, high-quality delivery in Agile and Scrum organizations. Many teams, including Hacon (a Siemens company), face a per…
Towards Benchmarking Design Pattern Detection Under Obfuscation: Reproducing and Evaluating Attention-Based Detection Method
Manthan Shenoy, Andreas Rausch
This paper investigates the semantic robustness of attention-based classifiers for design pattern detection, particularly focusing on their reliance on structural and behavioral se…
Towards autonomous system: flexible modular production system enhanced with large language model agents
Yuchen Xia, Manthan Shenoy, Nasser Jazdi +1
In this paper, we present a novel framework that combines large language models (LLMs), digital twins and industrial automation system to enable intelligent planning and control of…