Documents publiés en "2025"

Article de revue

Qin, Q., & Merlo, E. (2025). Prune bias from the root: Bias removal and fairness estimation by pruning sensitive attributes in pre-trained DNN models. Information and Software Technology, 189, 107906 (12 pages). Lien externe

Qin, Q., Djian, B. P. P., Merlo, E., Li, H., & Gambs, S. (2025). Representation-based fairness evaluation and bias correction robustness assessment in neural networks. Information and Software Technology, 107876 (21 pages). Lien externe

Communication écrite

Caumartin, G., Qin, Q., Chatragadda, S., Panjrolia, J., Li, H., & Elias Costa, D. (mars 2025). Exploring the Potential of Llama Models in Automated Code Refinement: A Replication Study [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2025), Montreal, QC, Canada. Lien externe

Qin, Q., Aghili, R., Li, H., & Merlo, E. (mars 2025). Preprocessing is All You Need: Boosting the Performance of Log Parsers with a General Preprocessing Framework [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2025), Montreal, QC, Canada. Lien externe

Qin, Q., Li, H., Merlo, E., & Lamothe, M. (avril 2025). Automated, unsupervised, and auto-parameterized inference of data patterns and anomaly detection [Communication écrite]. 47th International Conference on Software Engineering (ICSE 2025), Ottawa, Ontario, Canada. Lien externe

Ensemble de données

Qin, Q., Li, H., Merlo, E., & Lamothe, M. (2025). Automated, unsupervised, and auto-parameterized inference of data patterns and anomaly detection [Ensemble de données]. Lien externe