Briand, Lionel

1. Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems
   2022/10/27 by Fitash Ul Haq, Haq, Fitash Ul, Donghwan Shin +3 · 9 citations
   Engineering · Computer Science · #Safety Systems Engineering in Autonomy #Autonomous Vehicle Technology and Safety #Software Testing and Debugging Techniques
2. On Systematically Building a Controlled Natural Language for Functional\n Requirements
   2020/05/04 by Alvaro Veizaga, Mauricio Alférez, Veizaga, Alvaro +7 · 3 citations
   Computer Science · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
3. An Automated Framework for the Extraction of Semantic Legal Metadata from Legal Texts
   2020/01/30 by Sleimi, Amin, Sannier, Nicolas, Sabetzadeh, Mehrdad +3 · 2 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and\n Results in the Space Domain
   2021/01/13 by Oscar Cornejo, Fabrizio Pastore, Cornejo, Oscar +3 · 2 citations
   Computer Science · #Software Reliability and Analysis Research #Software Testing and Debugging Techniques #Software System Performance and Reliability
5. Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study
   2023/07/12 by Li, Yichen, Huo, Yintong, Jiang, Zhihan +5 · 3 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
6. Hallucination to Consensus: Multi-Agent LLMs for End-to-End JUnit Test Generation
   2025/06/03 by Qinghua Xu, Xu, Qinghua, Guancheng Wang +5 · 1 voice · 4 citations
   Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.SE
7. LLM meets ML: Data-efficient Anomaly Detection on Unstable Logs
   2024/06/11 by Hadadi, Fatemeh, Xu, Qinghua, Bianculli, Domenico +1 · 2 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
8. Data-driven Mutation Analysis for Cyber-Physical Systems
   2022/01/25 by Enrico Viganò, Viganò, Enrico, Oscar Cornejo +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
9. ATM: Black-box Test Case Minimization based on Test Code Similarity and Evolutionary Search
   2022/10/28 by Rongqi Pan, Pan, Rongqi, Taher A. Ghaleb +3 · 1 citation
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Engineering Techniques and Practices
10. Generating Automated and Online Test Oracles for Simulink Models with Continuous and Uncertain Behaviors
    2019/03/08 by Menghi, Claudio, Nejati, Shiva, Gaaloul, Khouloud +1 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
11. A Comprehensive Study of Machine Learning Techniques for Log-Based Anomaly Detection
    2023/07/31 by Shan E Ali, Ali, Shan, Chaima Boufaied +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software System Performance and Reliability #Time Series Analysis and Forecasting
12. Search-based DNN Testing and Retraining with GAN-enhanced Simulations
    2024/06/19 by Attaoui, Mohammed Oualid, Pastore, Fabrizio, Briand, Lionel · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)