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ORCIDMaxime Cordy
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- affiliation: University of Luxembourg, Luxembourg
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2020 – today
- 2025
[j29]Zeming Dong
, Qiang Hu, Yuejun Guo, Zhenya Zhang, Maxime Cordy, Mike Papadakis, Yves Le Traon, Jianjun Zhao:
Boosting source code learning with text-oriented data augmentation: an empirical study. Empir. Softw. Eng. 30(3): 68 (2025)- [j28]Jaime Cuartas, David Cortés, Joan S. Betancourt, Jesús Aranda, Maxime Cordy, James Ortiz, Gilles Perrouin, Pierre-Yves Schobbens:
MUPPAAL: Efficient Elimination and Reduction of Useless Mutants in Real-Time Model-Based Systems. Softw. Test. Verification Reliab. 35(1) (2025) - [i54]Fabien Bernier, Jun Cao, Maxime Cordy, Salah Ghamizi:
SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models. CoRR abs/2501.07639 (2025) - [i53]Olivier Zeyen, Maxime Cordy, Martin Gubri, Gilles Perrouin, Mathieu Acher:
Testing Uniform Random Samplers: Methods, Datasets and Protocols. CoRR abs/2503.14079 (2025) - 2024
- [j27]Dorian Joubaud, Sylvain Kubler, Raoni Lourenço, Maxime Cordy, Yves Le Traon:
Decision Support Model for Time Series Data Augmentation Method Selection. IEEE Access 12: 196553-196566 (2024) - [j26]Xueqi Dang, Yinghua Li, Wei Ma, Yuejun Guo, Qiang Hu, Mike Papadakis, Maxime Cordy, Yves Le Traon:
Towards Exploring the Limitations of Test Selection Techniques on Graph Neural Networks: An Empirical Study. Empir. Softw. Eng. 29(5): 112 (2024) - [j25]Zeming Dong, Qiang Hu, Zhenya Zhang, Yuejun Guo, Maxime Cordy, Mike Papadakis, Yves Le Traon, Jianjun Zhao:
On the effectiveness of hybrid pooling in mixup-based graph learning for language processing. J. Syst. Softw. 216: 112139 (2024) - [j24]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Yves Le Traon:
LaF: Labeling-free Model Selection for Automated Deep Neural Network Reusing. ACM Trans. Softw. Eng. Methodol. 33(1): 25:1-25:28 (2024) - [j23]Yuejun Guo, Qiang Hu, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Yves Le Traon:
KAPE: kNN-based Performance Testing for Deep Code Search. ACM Trans. Softw. Eng. Methodol. 33(2): 48:1-48:24 (2024) - [j22]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Test Optimization in DNN Testing: A Survey. ACM Trans. Softw. Eng. Methodol. 33(4): 111:1-111:42 (2024) - [j21]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models. IEEE Trans. Software Eng. 50(5): 1080-1095 (2024) - [c92]Thibault Simonetto, Maxime Cordy, Salah Ghamizi, Yves Le Traon, Clément Lefebvre, Andrey Boystov, Anne Goujon:
On the Impact of Industrial Delays when Mitigating Distribution Drifts: An Empirical Study on Real-World Financial Systems. DELTA 2024: 57-73 - [c91]Mihaela C. Stoian, Salijona Dyrmishi, Maxime Cordy, Thomas Lukasiewicz, Eleonora Giunchiglia:
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data. ICLR 2024 - [c90]Sami Lazreg, Maxime Cordy, Simon Thrane Hansen, Axel Legay:
Daedalux: An Extensible Platform for Variability-Aware Model Checking. ICSE Companion 2024: 21-25 - [c89]Luiz Carvalho, Renzo Degiovanni, Maxime Cordy, Nazareno Aguirre, Yves Le Traon, Mike Papadakis:
SpecBCFuzz: Fuzzing LTL Solvers with Boundary Conditions. ICSE 2024: 123:1-123:13 - [c88]Olivier Zeyen, Maxime Cordy, Gilles Perrouin, Mathieu Acher:
Exploring the Computational Complexity of SAT Counting and Uniform Sampling with Phase Transitions. ICSE Companion 2024: 322-323 - [c87]Olivier Zeyen, Maxime Cordy, Gilles Perrouin, Mathieu Acher:
Preprocessing is What You Need: Understanding and Predicting the Complexity of SAT-based Uniform Random Sampling. FormaliSE@ICSE 2024: 23-32 - [c86]Guillaume Haben, Sarra Habchi, John Micco, Mark Harman, Mike Papadakis, Maxime Cordy, Yves Le Traon:
The Importance of Accounting for Execution Failures when Predicting Test Flakiness. ASE 2024: 1979-1989 - [c85]Thibault Simonetto, Salah Ghamizi, Maxime Cordy:
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data. NeurIPS 2024 - [c84]Thibault Simonetto, Salah Ghamizi, Maxime Cordy:
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases. NeurIPS 2024 - [e7]Maxime Cordy, Daniel Strüber, Mónica Pinto, Iris Groher, Deepak Dhungana, Jacob Krüger, Juliana Alves Pereira, Mathieu Acher, Thomas Thüm, Maurice H. ter Beek, Jessie Galasso-Carbonnel, Paolo Arcaini, Mohammad Reza Mousavi, Xhevahire Tërnava, José A. Galindo, Tao Yue, Lidia Fuentes, José Miguel Horcas:
Proceedings of the 28th ACM International Systems and Software Product Line Conference - Volume A, SPLC 2024, Dommeldange, Luxembourg, September 2-6, 2024. ACM 2024, ISBN 979-8-4007-0593-9 [contents] - [e6]Maxime Cordy, Daniel Strüber, Mónica Pinto, Iris Groher, Deepak Dhungana, Jacob Krüger, Juliana Alves Pereira, Mathieu Acher, Thomas Thüm, Maurice H. ter Beek, Jessie Galasso-Carbonnel, Paolo Arcaini, Mohammad Reza Mousavi, Xhevahire Tërnava, José A. Galindo, Tao Yue, Lidia Fuentes, José Miguel Horcas:
Proceedings of the 28th ACM International Systems and Software Product Line Conference - Volume B, SPLC 2024, Dommeldange, Luxembourg, September 2-6, 2024. ACM 2024, ISBN 979-8-4007-0593-9 [contents] - [i52]Mihaela Catalina Stoian, Salijona Dyrmishi, Maxime Cordy, Thomas Lukasiewicz, Eleonora Giunchiglia:
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data. CoRR abs/2402.04823 (2024) - [i51]Zeming Dong, Qiang Hu, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Jianjun Zhao:
Importance Guided Data Augmentation for Neural-Based Code Understanding. CoRR abs/2402.15769 (2024) - [i50]Qiang Hu, Jin Wen, Maxime Cordy, Yuheng Huang, Xiaofei Xie, Lei Ma:
Enhancing Fault Detection for Large Language Models via Mutation-Based Confidence Smoothing. CoRR abs/2404.14419 (2024) - [i49]Thibault Simonetto, Salah Ghamizi, Maxime Cordy:
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data. CoRR abs/2406.00775 (2024) - [i48]Pantelis Dogoulis, Matthieu Jimenez, Salah Ghamizi, Maxime Cordy, Yves Le Traon:
Robustness Analysis of AI Models in Critical Energy Systems. CoRR abs/2406.14361 (2024) - [i47]Thibault Simonetto, Salah Ghamizi, Maxime Cordy:
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases. CoRR abs/2408.07579 (2024) - [i46]Salijona Dyrmishi, Mihaela Catalina Stoian, Eleonora Giunchiglia, Maxime Cordy:
Deep generative models as an adversarial attack strategy for tabular machine learning. CoRR abs/2409.12642 (2024) - [i45]Mohamed Djilani, Salah Ghamizi, Maxime Cordy:
RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses. CoRR abs/2412.20987 (2024) - 2023
- [j20]Yuejun Guo, Qiang Hu, Maxime Cordy, Michail Papadakis, Yves Le Traon:
DRE: density-based data selection with entropy for adversarial-robust deep learning models. Neural Comput. Appl. 35(5): 4009-4026 (2023) - [j19]Mathieu Acher, Gilles Perrouin, Maxime Cordy:
BURST: Benchmarking uniform random sampling techniques. Sci. Comput. Program. 226: 102914 (2023) - [j18]Maxime Cordy, Xiaofei Xie, Bowen Xu, Stamatia Bibi:
MaLTeSQuE 2022 Workshop Summary. ACM SIGSOFT Softw. Eng. Notes 48(1): 95-96 (2023) - [j17]Ahmed Khanfir, Anil Koyuncu, Mike Papadakis, Maxime Cordy, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon:
iBiR: Bug-report-driven Fault Injection. ACM Trans. Softw. Eng. Methodol. 32(2): 33:1-33:31 (2023) - [c83]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
On Evaluating Adversarial Robustness of Chest X-ray Classification. SafeAI@AAAI 2023 - [c82]Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy:
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks. ACL (1) 2023: 8822-8836 - [c81]Qiang Hu, Yuejun Guo, Maxime Cordy, Xiaofei Xie, Wei Ma, Mike Papadakis, Yves Le Traon:
Towards Understanding Model Quantization for Reliable Deep Neural Network Deployment. CAIN 2023: 56-67 - [c80]Luiz Carvalho, Renzo Degiovanni, Matías Brizzio, Maxime Cordy, Nazareno Aguirre, Yves Le Traon, Mike Papadakis:
ACoRe: Automated Goal-Conflict Resolution. FASE 2023: 3-25 - [c79]Matías Brizzio, Maxime Cordy, Mike Papadakis, César Sánchez, Nazareno Aguirre, Renzo Degiovanni:
Automated Repair of Unrealisable LTL Specifications Guided by Model Counting. GECCO 2023: 1499-1507 - [c78]Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon:
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks. ICML 2023: 11255-11282 - [c77]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon:
CodeS: Towards Code Model Generalization Under Distribution Shift. ICSE (NIER) 2023: 1-6 - [c76]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon:
Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation. ICSE 2023: 1776-1787 - [c75]Jaime Cuartas, Jesús Aranda, Maxime Cordy, James Ortiz, Gilles Perrouin, Pierre-Yves Schobbens:
MUPPAAL: Reducing and Removing Equivalent and Duplicate Mutants in UPPAAL. ICSTW 2023: 52-61 - [c74]Aayush Garg, Renzo Degiovanni, Facundo Molina, Maxime Cordy, Nazareno Aguirre, Mike Papadakis, Yves Le Traon:
Enabling Efficient Assertion Inference. ISSRE 2023: 623-634 - [c73]Qiang Hu, Yuejun Guo, Maxime Cordy, Mike Papadakis, Yves Le Traon:
MUTEN: Mutant-Based Ensembles for Boosting Gradient-Based Adversarial Attack. ASE 2023: 1708-1712 - [c72]Maxime Cordy, Sami Lazreg, Axel Legay, Pierre-Yves Schobbens:
Towards Strengthening Formal Specifications with Mutation Model Checking. ESEC/SIGSOFT FSE 2023: 2102-2106 - [c71]Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy:
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks. SP 2023: 1384-1400 - [c70]Aleksandar S. Dimovski, Sami Lazreg, Maxime Cordy, Axel Legay:
Family-based model checking of fMultiLTL properties. SPLC (A) 2023: 41-51 - [c69]Zeming Dong, Qiang Hu, Yuejun Guo, Maxime Cordy, Mike Papadakis, Zhenya Zhang, Yves Le Traon, Jianjun Zhao:
MixCode: Enhancing Code Classification by Mixup-Based Data Augmentation. SANER 2023: 379-390 - [i44]Aayush Garg, Renzo Degiovanni, Facundo Molina, Mike Papadakis, Nazareno Aguirre, Maxime Cordy, Yves Le Traon:
Assertion Inferring Mutants. CoRR abs/2301.12284 (2023) - [i43]Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon:
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks. CoRR abs/2302.02907 (2023) - [i42]Guillaume Haben, Sarra Habchi, Mike Papadakis, Maxime Cordy, Yves Le Traon:
The Importance of Discerning Flaky from Fault-triggering Test Failures: A Case Study on the Chromium CI. CoRR abs/2302.10594 (2023) - [i41]Luiz Carvalho, Renzo Degiovanni, Matías Brizzio, Maxime Cordy, Nazareno Aguirre, Yves Le Traon, Mike Papadakis:
ACoRe: Automated Goal-Conflict Resolution. CoRR abs/2303.05213 (2023) - [i40]Zeming Dong, Qiang Hu, Yuejun Guo, Zhenya Zhang, Maxime Cordy, Mike Papadakis, Yves Le Traon, Jianjun Zhao:
Boosting Source Code Learning with Data Augmentation: An Empirical Study. CoRR abs/2303.06808 (2023) - [i39]Martin Gubri, Maxime Cordy, Yves Le Traon:
Going Further: Flatness at the Rescue of Early Stopping for Adversarial Example Transferability. CoRR abs/2304.02688 (2023) - [i38]Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy:
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks. CoRR abs/2305.15587 (2023) - [i37]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models. CoRR abs/2306.01250 (2023) - [i36]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Wei Ma, Mike Papadakis, Yves Le Traon:
Evaluating the Robustness of Test Selection Methods for Deep Neural Networks. CoRR abs/2308.01314 (2023) - [i35]Salah Ghamizi, Maxime Cordy, Yuejun Guo, Mike Papadakis, Yves Le Traon:
Hazards in Deep Learning Testing: Prevalence, Impact and Recommendations. CoRR abs/2309.05381 (2023) - [i34]Thibault Simonetto, Salah Ghamizi, Antoine Desjardins, Maxime Cordy, Yves Le Traon:
Constrained Adaptive Attacks: Realistic Evaluation of Adversarial Examples and Robust Training of Deep Neural Networks for Tabular Data. CoRR abs/2311.04503 (2023) - 2022
- [j16]Davide Basile, Maurice H. ter Beek, Sami Lazreg, Maxime Cordy, Axel Legay:
Static detection of equivalent mutants in real-time model-based mutation testing. Empir. Softw. Eng. 27(7): 160 (2022) - [j15]Aayush Garg, Renzo Degiovanni, Matthieu Jimenez, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Learning from what we know: How to perform vulnerability prediction using noisy historical data. Empir. Softw. Eng. 27(7): 169 (2022) - [j14]Nikolaos Antoniadis, Maxime Cordy, Angelo Sifaleras, Yves Le Traon:
A variable neighborhood search simheuristic algorithm for reliability optimization of smart grids under uncertainty. Int. Trans. Oper. Res. 29(4): 2172-2200 (2022) - [j13]Marcelo Luis Ruiz Rodríguez, Sylvain Kubler, Andrea de Giorgio, Maxime Cordy, Jérémy Robert, Yves Le Traon:
Multi-agent deep reinforcement learning based Predictive Maintenance on parallel machines. Robotics Comput. Integr. Manuf. 78: 102406 (2022) - [j12]Qiang Hu, Yuejun Guo, Maxime Cordy, Xiaofei Xie, Lei Ma, Mike Papadakis, Yves Le Traon:
An Empirical Study on Data Distribution-Aware Test Selection for Deep Learning Enhancement. ACM Trans. Softw. Eng. Methodol. 31(4): 78:1-78:30 (2022) - [c68]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Adversarial Robustness in Multi-Task Learning: Promises and Illusions. AAAI 2022: 697-705 - [c67]Yuejun Guo, Qiang Hu, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Robust active learning: sample-efficient training of robust deep learning models. CAIN 2022: 41-42 - [c66]Adriano Franci, Maxime Cordy, Martin Gubri, Mike Papadakis, Yves Le Traon:
Influence-driven data poisoning in graph-based semi-supervised classifiers. CAIN 2022: 77-87 - [c65]Valeria Trombetta, Maxime Cordy, Enrico Tronci, Axel Legay:
CHAOS - Configurations Analysis of Swarms of Cyber-Physical Systems. CPS Summer School, PhD Workshop 2022 - [c64]Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen:
LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity. ECCV (4) 2022: 603-618 - [c63]Maxime Cordy, Renaud Rwemalika, Adriano Franci, Mike Papadakis, Mark Harman:
FlakiMe: Laboratory-Controlled Test Flakiness Impact Assessment. ICSE 2022: 982-994 - [c62]Sarra Habchi, Guillaume Haben, Jeongju Sohn, Adriano Franci, Mike Papadakis, Maxime Cordy, Yves Le Traon:
What Made This Test Flake? Pinpointing Classes Responsible for Test Flakiness. ICSME 2022: 352-363 - [c61]Sarra Habchi, Guillaume Haben, Mike Papadakis, Maxime Cordy, Yves Le Traon:
A Qualitative Study on the Sources, Impacts, and Mitigation Strategies of Flaky Tests. ICST 2022: 244-255 - [c60]Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon:
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space. IJCAI 2022: 1313-1319 - [c59]Khanh-Huu-The Dam, Fabien Duchene, Thomas Given-Wilson, Maxime Cordy, Axel Legay:
Automated Repair of Security Errors in C Programs via Statistical Model Checking: A Proof of Concept. ISoLA (1) 2022: 279-298 - [c58]Sami Lazreg, Maxime Cordy, Axel Legay:
Verification of Variability-Intensive Stochastic Systems with Statistical Model Checking. ISoLA (3) 2022: 448-471 - [c57]Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie M. Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon:
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. MSR 2022: 524-536 - [c56]Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen:
Efficient and transferable adversarial examples from bayesian neural networks. UAI 2022: 738-748 - [c55]Sami Lazreg, Vladyslav Bohlachov, Loveneesh Rana, Andreas Hein, Maxime Cordy:
Variability-Aware Design of Space Systems: Variability Modelling, Configuration Workflow and Research Directions. VaMoS 2022: 4:1-4:10 - [e5]Maxime Cordy, Xiaofei Xie, Bowen Xu, Stamatia Bibi:
Proceedings of the 6th International Workshop on Machine Learning Techniques for Software Quality Evaluation, MaLTeSQuE 2022, Singapore, Singapore, 18 November 2022. ACM 2022, ISBN 978-1-4503-9456-7 [contents] - [i33]Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy:
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks. CoRR abs/2202.03277 (2022) - [i32]Yuejun Guo, Qiang Hu, Maxime Cordy, Xiaofei Xie, Mike Papadakis, Yves Le Traon:
Labeling-Free Comparison Testing of Deep Learning Models. CoRR abs/2204.03994 (2022) - [i31]Qiang Hu, Yuejun Guo, Maxime Cordy, Xiaofei Xie, Wei Ma, Mike Papadakis, Yves Le Traon:
Characterizing and Understanding the Behavior of Quantized Models for Reliable Deployment. CoRR abs/2204.04220 (2022) - [i30]Ezekiel O. Soremekun, Mike Papadakis, Maxime Cordy, Yves Le Traon:
Software Fairness: An Analysis and Survey. CoRR abs/2205.08809 (2022) - [i29]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
CodeS: A Distribution Shift Benchmark Dataset for Source Code Learning. CoRR abs/2206.05480 (2022) - [i28]Sarra Habchi, Guillaume Haben, Jeongju Sohn, Adriano Franci, Mike Papadakis, Maxime Cordy, Yves Le Traon:
What Made This Test Flake? Pinpointing Classes Responsible for Test Flakiness. CoRR abs/2207.10143 (2022) - [i27]Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Efficient Testing of Deep Neural Networks via Decision Boundary Analysis. CoRR abs/2207.10942 (2022) - [i26]Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen:
LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity. CoRR abs/2207.13129 (2022) - [i25]Zeming Dong, Qiang Hu, Yuejun Guo, Maxime Cordy, Mike Papadakis, Yves Le Traon, Jianjun Zhao:
Enhancing Code Classification by Mixup-Based Data Augmentation. CoRR abs/2210.03003 (2022) - [i24]Zeming Dong, Qiang Hu, Yuejun Guo, Maxime Cordy, Mike Papadakis, Yves Le Traon, Jianjun Zhao:
Enhancing Mixup-Based Graph Learning for Language Processing via Hybrid Pooling. CoRR abs/2210.03123 (2022) - [i23]Salah Ghamizi, Maxime Cordy, Michail Papadakis, Yves Le Traon:
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices. CoRR abs/2212.08130 (2022) - 2021
- [j11]Maxime Cordy, Sami Lazreg, Mike Papadakis, Axel Legay:
Statistical model checking for variability-intensive systems: applications to bug detection and minimization. Formal Aspects Comput. 33(6): 1147-1172 (2021) - [j10]Wei Ma, Mike Papadakis, Anestis Tsakmalis, Maxime Cordy, Yves Le Traon:
Test Selection for Deep Learning Systems. ACM Trans. Softw. Eng. Methodol. 30(2): 13:1-13:22 (2021) - [j9]Thierry Titcheu Chekam, Mike Papadakis, Maxime Cordy, Yves Le Traon:
Killing Stubborn Mutants with Symbolic Execution. ACM Trans. Softw. Eng. Methodol. 30(2): 19:1-19:23 (2021) - [j8]Thiago M. Castro, Leopoldo Teixeira, Vander Alves, Sven Apel, Maxime Cordy, Rohit Gheyi:
A Formal Framework of Software Product Line Analyses. ACM Trans. Softw. Eng. Methodol. 30(3): 34:1-34:37 (2021) - [c54]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Evasion Attack STeganography: Turning Vulnerability Of Machine Learning To Adversarial Attacks Into A Real-world Application. ICCVW 2021: 31-40 - [c53]Qiang Hu, Yuejun Guo, Maxime Cordy, Xiaofei Xie, Wei Ma, Mike Papadakis, Yves Le Traon:
Towards Exploring the Limitations of Active Learning: An Empirical Study. ASE 2021: 917-929 - [c52]Guillaume Haben, Sarra Habchi, Mike Papadakis, Maxime Cordy, Yves Le Traon:
A Replication Study on the Usability of Code Vocabulary in Predicting Flaky Tests. MSR 2021: 219-229 - [c51]Mathieu Acher, Gilles Perrouin, Maxime Cordy:
BURST: a benchmarking platform for uniform random sampling techniques. SPLC (B) 2021: 36-40 - [e4]Mike Papadakis, Maxime Cordy:
Proceedings of the 19th Belgium-Netherlands Software Evolution Workshop, BENEVOL 2020, Luxembourg, December 3-4, 2020. CEUR Workshop Proceedings 2912, CEUR-WS.org 2021 [contents] - [i22]Sarra Habchi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
On the Use of Mutation in Injecting Test Order-Dependency. CoRR abs/2104.07441 (2021) - [i21]Matías Brizzio, Renzo Degiovanni, Maxime Cordy, Mike Papadakis, Nazareno Aguirre:
Automated Repair of Unrealisable LTL Specifications Guided by Model Counting. CoRR abs/2105.12595 (2021) - [i20]Yuejun Guo, Qiang Hu, Maxime Cordy, Michail Papadakis, Yves Le Traon:
MUTEN: Boosting Gradient-Based Adversarial Attacks via Mutant-Based Ensembles. CoRR abs/2109.12838 (2021) - [i19]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Adversarial Robustness in Multi-Task Learning: Promises and Illusions. CoRR abs/2110.15053 (2021) - [i18]Guillaume Haben, Sarra Habchi, Mike Papadakis, Maxime Cordy, Yves Le Traon:
Discerning Legitimate Failures From False Alerts: A Study of Chromium's Continuous Integration. CoRR abs/2111.03382 (2021) - [i17]Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon:
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space. CoRR abs/2112.01156 (2021) - [i16]Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon:
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. CoRR abs/2112.01218 (2021) - [i15]Yuejun Guo, Qiang Hu, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Robust Active Learning: Sample-Efficient Training of Robust Deep Learning Models. CoRR abs/2112.02542 (2021) - [i14]Sarra Habchi, Guillaume Haben, Mike Papadakis, Maxime Cordy, Yves Le Traon:
A Qualitative Study on the Sources, Impacts, and Mitigation Strategies of Flaky Tests. CoRR abs/2112.04919 (2021) - 2020
- [j7]Francesca Arcelli Fontana, Gilles Perrouin, Apostolos Ampatzoglou, Mathieu Acher, Bartosz Walter, Maxime Cordy, Fabio Palomba, Xavier Devroey:
MALTESQUE 2019 Workshop Summary. ACM SIGSOFT Softw. Eng. Notes 45(1): 34-35 (2020) - [c50]Maxime Cordy, Mike Papadakis, Axel Legay:
Statistical Model Checking for Variability-Intensive Systems. FASE 2020: 294-314 - [c49]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
FeatureNET: diversity-driven generation of deep learning models. ICSE (Companion Volume) 2020: 41-44 - [c48]Salah Ghamizi, Renaud Rwemalika, Maxime Cordy, Lisa Veiber, Tegawendé F. Bissyandé, Mike Papadakis, Jacques Klein, Yves Le Traon:
Data-driven Simulation and Optimization for Covid-19 Exit Strategies. KDD 2020: 3434-3442 - [c47]Nikolaos Antoniadis, Maxime Cordy, Angelo Sifaleras, Yves Le Traon:
Preventing Overloading Incidents on Smart Grids: A Multiobjective Combinatorial Optimization Approach. OLA 2020: 269-281 - [c46]Salah Ghamizi, Maxime Cordy, Martin Gubri, Mike Papadakis, Andrey Boytsov, Yves Le Traon, Anne Goujon:
Search-based adversarial testing and improvement of constrained credit scoring systems. ESEC/SIGSOFT FSE 2020: 1089-1100 - [c45]Ludovic Mouline, Maxime Cordy, Yves Le Traon:
Load approximation for uncertain topologies in the low-voltage grid. SmartGridComm 2020: 1-6 - [c44]Davide Basile, Maurice H. ter Beek, Maxime Cordy, Axel Legay:
Tackling the equivalent mutant problem in real-time systems: the 12 commandments of model-based mutation testing. SPLC (A) 2020: 30:1-30:11 - [e3]Maxime Cordy, Mathieu Acher, Danilo Beuche, Gunter Saake:
VaMoS '20: 14th International Working Conference on Variability Modelling of Software-Intensive Systems, Magdeburg Germany, February 5-7, 2020. ACM 2020, ISBN 978-1-4503-7501-6 [contents] - [i13]Thierry Titcheu Chekam, Mike Papadakis, Maxime Cordy, Yves Le Traon:
Killing Stubborn Mutants with Symbolic Execution. CoRR abs/2001.02941 (2020) - [i12]Salah Ghamizi, Renaud Rwemalika, Lisa Veiber, Maxime Cordy, Tegawendé F. Bissyandé, Mike Papadakis, Jacques Klein, Yves Le Traon:
Data-driven Simulation and Optimization for Covid-19 Exit Strategies. CoRR abs/2006.07087 (2020) - [i11]Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Efficient and Transferable Adversarial Examples from Bayesian Neural Networks. CoRR abs/2011.05074 (2020) - [i10]Ahmed Khanfir, Anil Koyuncu, Mike Papadakis, Maxime Cordy, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon:
IBIR: Bug Report driven Fault Injection. CoRR abs/2012.06506 (2020) - [i9]Adriano Franci, Maxime Cordy, Martin Gubri, Mike Papadakis, Yves Le Traon:
Effective and Efficient Data Poisoning in Semi-Supervised Learning. CoRR abs/2012.07381 (2020) - [i8]Aayush Garg, Renzo Degiovanni, Matthieu Jimenez, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Learning To Predict Vulnerabilities From Vulnerability-Fixes: A Machine Translation Approach. CoRR abs/2012.11701 (2020)
2010 – 2019
- 2019
- [j6]Maxime Cordy, Axel Legay:
Verification and abstraction of real-time variability-intensive systems. Int. J. Softw. Tools Technol. Transf. 21(6): 635-649 (2019) - [c43]Maxime Cordy, Xavier Devroey, Axel Legay, Gilles Perrouin, Andreas Classen, Patrick Heymans, Pierre-Yves Schobbens, Jean-François Raskin:
A Decade of Featured Transition Systems. From Software Engineering to Formal Methods and Tools, and Back 2019: 285-312 - [c42]Maxime Cordy, Axel Legay, Sami Lazreg, Philippe Collet:
Towards sampling and simulation-based analysis of featured weighted automata. FormaliSE@ICSE 2019: 61-64 - [c41]Sami Lazreg, Maxime Cordy, Philippe Collet, Patrick Heymans, Sébastien Mosser:
Multifaceted automated analyses for variability-intensive embedded systems. ICSE 2019: 854-865 - [c40]Quentin Plazar, Mathieu Acher, Gilles Perrouin, Xavier Devroey, Maxime Cordy:
Uniform Sampling of SAT Solutions for Configurable Systems: Are We There Yet? ICST 2019: 240-251 - [c39]Maxime Cordy, Steve Muller, Mike Papadakis, Yves Le Traon:
Search-based test and improvement of machine-learning-based anomaly detection systems. ISSTA 2019: 158-168 - [c38]Pierre-André Patout, Maxime Cordy:
Towards context-aware automated writing evaluation systems. EASEAI@ESEC/SIGSOFT FSE 2019: 17-20 - [c37]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Automated search for configurations of convolutional neural network architectures. SPLC (A) 2019: 21:1-21:12 - [c36]Maxime Cordy, Sami Lazreg:
Automated evaluation of embedded-system design alternatives. SPLC (A) 2019: 52:1 - [c35]Benoit Amand, Maxime Cordy, Patrick Heymans, Mathieu Acher, Paul Temple, Jean-Marc Jézéquel:
Towards Learning-Aided Configuration in 3D Printing: Feasibility Study and Application to Defect Prediction. VaMoS 2019: 7:1-7:9 - [e2]Francesca Arcelli Fontana, Bartosz Walter, Apostolos Ampatzoglou, Fabio Palomba, Gilles Perrouin, Mathieu Acher, Maxime Cordy, Xavier Devroey:
Proceedings of the 3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation, MaLTeSQuE@ESEC/SIGSOFT FSE 2019, Tallinn, Estonia, August 27, 2019. ACM 2019, ISBN 978-1-4503-6855-1 [contents] - [i7]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Automated Search for Configurations of Deep Neural Network Architectures. CoRR abs/1904.04612 (2019) - [i6]Wei Ma, Mike Papadakis, Anestis Tsakmalis, Maxime Cordy, Yves Le Traon:
Test Selection for Deep Learning Systems. CoRR abs/1904.13195 (2019) - [i5]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Adversarial Embedding: A robust and elusive Steganography and Watermarking technique. CoRR abs/1912.01487 (2019) - [i4]Maxime Cordy, Renaud Rwemalika, Mike Papadakis, Mark Harman:
FlakiMe: Laboratory-Controlled Test Flakiness Impact Assessment. A Case Study on Mutation Testing and Program Repair. CoRR abs/1912.03197 (2019) - 2018
- [c34]Matthieu Jimenez, Thierry Titcheu Chekam, Maxime Cordy, Mike Papadakis, Marinos Kintis, Yves Le Traon, Mark Harman:
Are mutants really natural?: a study on how "naturalness" helps mutant selection. ESEM 2018: 3:1-3:10 - [c33]Matthieu Jimenez, Maxime Cordy, Yves Le Traon, Mike Papadakis:
On the Impact of Tokenizer and Parameters on N-Gram Based Code Analysis. ICSME 2018: 437-448 - [c32]Matthieu Jimenez, Maxime Cordy, Yves Le Traon, Mike Papadakis:
TUNA: TUning Naturalness-Based Analysis. ICSME 2018: 715 - [c31]Tony Leclercq, Maxime Cordy, Bruno Dumas, Patrick Heymans:
On Studying Bad Practices in Configuration UIs. IUI Workshops 2018 - [c30]Tony Leclercq, Maxime Cordy, Bruno Dumas, Patrick Heymans:
Representing Repairs in Configuration Interfaces: A Look at Industrial Practices. IUI Workshops 2018 - [c29]François Fouquet, Thomas Hartmann, Sébastien Mosser, Maxime Cordy:
Enabling lock-free concurrent workers over temporal graphs composed of multiple time-series. SAC 2018: 1054-1061 - [c28]Maxime Cordy, Patrick Heymans:
Engineering configurators for the retail industry: experience report and challenges ahead. SAC 2018: 2050-2057 - [e1]Gilles Perrouin, Mathieu Acher, Maxime Cordy, Xavier Devroey:
Proceedings of the 1st International Workshop on Machine Learning and Software Engineering in Symbiosis, MASES@ASE 2018, Montpellier, France, September 3, 2018. ACM 2018 [contents] - 2017
- [j5]Xavier Devroey, Gilles Perrouin, Maxime Cordy, Hamza Samih, Axel Legay, Pierre-Yves Schobbens, Patrick Heymans:
Statistical prioritization for software product line testing: an experience report. Softw. Syst. Model. 16(1): 153-171 (2017) - [c27]Jean-Marc Davril, Tony Leclercq, Maxime Cordy, Patrick Heymans:
Technical Aspect Extraction from Customer Reviews Based on Seeded Word Clustering. NLDB 2017: 97-109 - [c26]Axel Legay, Gilles Perrouin, Xavier Devroey, Maxime Cordy, Pierre-Yves Schobbens, Patrick Heymans:
On Featured Transition Systems. SOFSEM 2017: 453-463 - [c25]Gilles Perrouin, Xavier Devroey, Maxime Cordy:
Testing Variability-Intensive Systems. SPLC (A) 2017: 255 - 2016
- [c24]Tony Leclercq, Jean-Marc Davril, Maxime Cordy, Patrick Heymans:
Beyond De-Facto Standards for Designing Human-Computer Interactions in Configurators. EnCHIReS@EICS 2016: 40-43 - [c23]Maxime Cordy, Patrick Heymans, Axel Legay, Pierre-Yves Schobbens, Bruno Dawagne, Martin Leucker:
Counterexample guided abstraction refinement of product-line behavioural models. Software Engineering 2016: 79-80 - 2015
- [c22]Genaína Nunes Rodrigues, Vander Alves, Vinicius Nunes, André Lanna, Maxime Cordy, Pierre-Yves Schobbens, Amir Molzam Sharifloo, Axel Legay:
Modeling and Verification for Probabilistic Properties in Software Product Lines. HASE 2015: 173-180 - [c21]Xavier Devroey, Maxime Cordy, Pierre-Yves Schobbens, Axel Legay, Patrick Heymans:
State machine flattening, a mapping study and tools assessment. ICST Workshops 2015: 1-8 - [c20]Jean-Marc Davril, Maxime Cordy, Patrick Heymans, Mathieu Acher:
Using fuzzy modeling for consistent definitions of product qualities in requirements. AIRE 2015: 17-24 - [c19]Joel Greenyer, Christian Brenner, Maxime Cordy, Patrick Heymans, Erika Gressi:
Incrementally Synthesizing Controllers from Scenario-Based Product Line Specifications. Software Engineering & Management 2015: 91-92 - [c18]Maxime Cordy, Jean-Marc Davril, Joel Greenyer, Erika Gressi, Patrick Heymans:
All-at-once-synthesis of controllers from scenario-based product line specifications. SPLC 2015: 26-35 - 2014
- [b1]Maxime Cordy:
Model Checking for the Masses. Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2014 - [j4]Andreas Classen, Maxime Cordy, Patrick Heymans, Axel Legay, Pierre-Yves Schobbens:
Formal semantics, modular specification, and symbolic verification of product-line behaviour. Sci. Comput. Program. 80: 416-439 (2014) - [c17]Xavier Devroey, Gilles Perrouin, Axel Legay, Maxime Cordy, Pierre-Yves Schobbens, Patrick Heymans:
Coverage Criteria for Behavioural Testing of Software Product Lines. ISoLA (1) 2014: 336-350 - [c16]Maxime Cordy, Patrick Heymans, Axel Legay, Pierre-Yves Schobbens, Bruno Dawagne, Martin Leucker:
Counterexample guided abstraction refinement of product-line behavioural models. SIGSOFT FSE 2014: 190-201 - [c15]Xavier Devroey, Gilles Perrouin, Maxime Cordy, Mike Papadakis, Axel Legay, Pierre-Yves Schobbens:
A variability perspective of mutation analysis. SIGSOFT FSE 2014: 841-844 - [c14]Maxime Cordy, Marco Willemart, Bruno Dawagne, Patrick Heymans, Pierre-Yves Schobbens:
An extensible platform for product-line behavioural analysis. SPLC Workshops 2014: 102-109 - [c13]Xavier Devroey, Gilles Perrouin, Maxime Cordy, Pierre-Yves Schobbens, Axel Legay, Patrick Heymans:
Towards statistical prioritization for software product lines testing. VaMoS 2014: 10:1-10:7 - [i3]Xavier Devroey, Gilles Perrouin, Maxime Cordy, Axel Legay, Pierre-Yves Schobbens, Patrick Heymans:
State Machine Flattening: Mapping Study and Assessment. CoRR abs/1403.5398 (2014) - 2013
- [j3]Joel Greenyer, Amir Molzam Sharifloo, Maxime Cordy, Patrick Heymans:
Features meet scenarios: modeling and consistency-checking scenario-based product line specifications. Requir. Eng. 18(2): 175-198 (2013) - [j2]Andreas Classen, Maxime Cordy, Pierre-Yves Schobbens, Patrick Heymans, Axel Legay, Jean-François Raskin:
Featured Transition Systems: Foundations for Verifying Variability-Intensive Systems and Their Application to LTL Model Checking. IEEE Trans. Software Eng. 39(8): 1069-1089 (2013) - [c12]Maxime Cordy, Axel Legay, Pierre-Yves Schobbens, Louis-Marie Traonouez:
A framework for the rigorous design of highly adaptive timed systems. FormaliSE@ICSE 2013: 64-70 - [c11]Maxime Cordy, Pierre-Yves Schobbens, Patrick Heymans, Axel Legay:
Beyond boolean product-line model checking: dealing with feature attributes and multi-features. ICSE 2013: 472-481 - [c10]Patrick Heymans, Axel Legay, Maxime Cordy:
Efficient quality assurance of variability-intensive systems. ICSE 2013: 1496-1498 - [c9]Joel Greenyer, Christian Brenner, Maxime Cordy, Patrick Heymans, Erika Gressi:
Incrementally synthesizing controllers from scenario-based product line specifications. ESEC/SIGSOFT FSE 2013: 433-443 - [c8]Maxime Cordy, Andreas Classen, Patrick Heymans, Pierre-Yves Schobbens, Axel Legay:
ProVeLines: a product line of verifiers for software product lines. SPLC Workshops 2013: 141-146 - [p1]Maxime Cordy, Andreas Classen, Patrick Heymans, Axel Legay, Pierre-Yves Schobbens:
Model Checking Adaptive Software with Featured Transition Systems. Assurances for Self-Adaptive Systems 2013: 1-29 - [i2]Xavier Devroey, Maxime Cordy, Gilles Perrouin, Pierre-Yves Schobbens, Axel Legay, Patrick Heymans:
Towards Statistical Prioritization for Software Product Lines Testing. CoRR abs/1310.2474 (2013) - [i1]Maxime Cordy, Patrick Heymans, Pierre-Yves Schobbens, Amir Molzam Sharifloo, Carlo Ghezzi, Axel Legay:
Verification for Reliable Product Lines. CoRR abs/1311.1343 (2013) - 2012
- [j1]Andreas Classen, Maxime Cordy, Patrick Heymans, Axel Legay, Pierre-Yves Schobbens:
Model checking software product lines with SNIP. Int. J. Softw. Tools Technol. Transf. 14(5): 589-612 (2012) - [c7]Maxime Cordy, Andreas Classen, Gilles Perrouin, Pierre-Yves Schobbens, Patrick Heymans, Axel Legay:
Simulation-based abstractions for software product-line model checking. ICSE 2012: 672-682 - [c6]Xavier Devroey, Maxime Cordy, Gilles Perrouin, Eun-Young Kang, Pierre-Yves Schobbens, Patrick Heymans, Axel Legay, Benoit Baudry:
A Vision for Behavioural Model-Driven Validation of Software Product Lines. ISoLA (1) 2012: 208-222 - [c5]Joel Greenyer, Amir Molzam Sharifloo, Maxime Cordy, Patrick Heymans:
Efficient consistency checking of scenario-based product-line specifications. RE 2012: 161-170 - [c4]Maxime Cordy, Pierre-Yves Schobbens, Patrick Heymans, Axel Legay:
Behavioural modelling and verification of real-time software product lines. SPLC (1) 2012: 66-75 - [c3]Maxime Cordy, Pierre-Yves Schobbens, Patrick Heymans, Axel Legay:
Towards an incremental automata-based approach for software product-line model checking. SPLC (2) 2012: 74-81 - [c2]Maxime Cordy, Andreas Classen, Pierre-Yves Schobbens, Patrick Heymans, Axel Legay:
Managing evolution in software product lines: a model-checking perspective. VaMoS 2012: 183-191 - 2011
- [c1]Maxime Cordy, Marie-Ange Remiche:
QBD sensitivity analysis tool using discrete-event simulation and extension of SMCSolver. VALUETOOLS 2011: 439-446
Coauthor Index
[j29] [j26] [j25] [j24] [j23] [j22] [j21] [c89] [c86] [i51] [j17] [c83] [c81] [c80] [c79] [c78] [c77] [c76] [c74] [c73] [c69] [i44] [i43] [i42] [i41] [i40] [i37] [i36] [i35] [j15] [j12] [c68] [c67] [c66] [c64] [c63] [c62] [c61] [c57] [c56] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [j11] [j10] [j9] [c54] [c53] [c52] [e4] [i22] [i21] [i19] [i18] [i16] [i15] [i14] [c50] [c49] [c48] [c46] [i13] [i12] [i11] [i10] [i9] [i8] [c39] [c37] [i7] [i6] [i5] [i4] [c34] [c33] [c32] [c15]
[j29] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [c92] [c89] [c86] [i48] [j20] [j17] [c83] [c81] [c80] [c78] [c77] [c76] [c74] [c73] [c71] [c69] [i44] [i43] [i42] [i41] [i40] [i39] [i37] [i36] [i35] [i34] [j15] [j14] [j13] [j12] [c68] [c67] [c66] [c64] [c62] [c61] [c60] [c57] [c56] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [j10] [j9] [c54] [c53] [c52] [i22] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [c49] [c48] [c47] [c46] [c45] [i13] [i12] [i11] [i10] [i9] [i8] [c39] [c37] [i7] [i6] [i5] [c34] [c33] [c32]
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