DeepTest@ICSE - researchr conference series publications

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2025

IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest@ICSE 2025, Ottawa, ON, Canada, May 3, 2025IEEE, 2025. [doi]

OpenCat: Improving Interoperability of ADS TestingQurban Ali, Andrea Stocco 0001, Leonardo Mariani, Oliviero Riganelli. icse-deeptest 2025: 53-60 [doi]

DILLEMA: Diffusion and Large Language Models for Multi-Modal AugmentationLuciano Baresi, Davide Yi Xian Hu, Muhammad Irfan Mas'udi, Giovanni Quattrocchi. icse-deeptest 2025: 29-36 [doi]

Lachesis: Predicting LLM Inference Accuracy using Structural Properties of Reasoning PathsNaryeong Kim, Sungmin Kang, Gabin An, Shin Yoo. icse-deeptest 2025: 17-20 [doi]

DANDI: Diffusion as Normative Distribution for Deep Neural Network InputSomin Kim, Shin Yoo. icse-deeptest 2025: 9-16 [doi]

Robust Testing for Deep Learning using Human Label NoiseGordon Lim, Stefan Larson, Kevin Leach. icse-deeptest 2025: 21-28 [doi]

On the Effectiveness of LLMs for Manual Test VerificationsMyron David Lucena Campos Peixoto, Davy de Medeiros Baia, Nathalia Nascimento 0001, Paulo Alencar 0001, Baldoino Fonseca, Márcio Ribeiro 0001. icse-deeptest 2025: 45-52 [doi]

Improving the Reliability of Failure Prediction Models through Concept Drift MonitoringLorena Poenaru-Olaru, Luis Cruz 0002, Jan S. Rellermeyer, Arie van Deursen. icse-deeptest 2025: 1-8 [doi]

Reinforcement Learning from Automatic Feedback for High-Quality Unit Test GenerationBenjamin Steenhoek, Michele Tufano, Neel Sundaresan, Alexey Svyatkovskiy. icse-deeptest 2025: 37-44 [doi]

2024

Proceedings of the 5th IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2024, Lisbon, Portugal, 20 April 2024ACM, 2024. [doi]

Federated Repair of Deep Neural NetworksDavide Li Calsi, Thomas Laurent 0003, Paolo Arcaini, Fuyuki Ishikawa. icse-deeptest 2024: [doi]

A Framework for Including Uncertainty in Robustness Evaluation of Bayesian Neural Network ClassifiersWasim Essbai, Andrea Bombarda, Silvia Bonfanti, Angelo Gargantini. icse-deeptest 2024: [doi]

More is Not Always Better: Exploring Early Repair of DNNsAndrei Mancu, Thomas Laurent 0003, Franz Rieger, Paolo Arcaini, Fuyuki Ishikawa, Daniel Rueckert. icse-deeptest 2024: [doi]

Data vs. Model Machine Learning Fairness Testing: An Empirical StudyArumoy Shome, Luis Cruz 0002, Arie van Deursen. icse-deeptest 2024: [doi]

Guiding the Search Towards Failure-Inducing Test Inputs Using Support Vector MachinesLev Sorokin, Niklas Kerscher. icse-deeptest 2024: [doi]

2023

2021

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