Synthetic Lung Nodule 3D Image Generation Using Autoencoders. - Steve Kommrusch; Louis-Noël Pouchet (IJCNN, 2019)

Using Sequence-to-Sequence Learning for Repairing C Vulnerabilities. - Zimin Chen; Steve Kommrusch; Martin Monperrus (CoRR, 2019)

Artificial Intelligence Techniques for Security Vulnerability Prevention. - Steve Kommrusch (CoRR, 2019)

Self-Supervised Learning for Multi-Goal Grid World: Comparing Leela and Deep Q Network. - Steve Kommrusch (IWSSL, 2020)

Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model. - Steve Kommrusch; Théo Barollet; Louis-Noël Pouchet (CoRR, 2020)

Coherence Traffic in Manycore Processors with Opaque Distributed Directories. - Steve Kommrusch; Marcos Horro; Louis-Noël Pouchet; Gabriel Rodríguez 001; Juan Touriño (CoRR, 2020)

R-Hero: A Software Repair Bot based on Continual Learning. - Benoit Baudry; Zimin Chen; Khashayar Etemadi; Han Fu; Davide Ginelli; Steve Kommrusch; Matias Martinez; Martin Monperrus; Javier Ron; He Ye; Zhongxing Yu (CoRR, 2020)

Optimizing Coherence Traffic in Manycore Processors Using Closed-Form Caching/Home Agent Mappings. - Steve Kommrusch; Marcos Horro; Louis-Noël Pouchet; Gabriel Rodríguez 001; Juan Touriño (IEEE Access, 2021)

Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models. - Steve Kommrusch; Théo Barollet; Louis-Noël Pouchet (CoRR, 2021)

Self-Supervised Learning to Prove Equivalence Between Programs via Semantics-Preserving Rewrite Rules. - Steve Kommrusch; Martin Monperrus; Louis-Noël Pouchet (CoRR, 2021)

A Software-Repair Robot Based on Continual Learning. - Benoit Baudry; Zimin Chen; Khashayar Etemadi; Han Fu; Davide Ginelli; Steve Kommrusch; Matias Martinez; Martin Monperrus; Javier Ron Arteaga; He Ye; Zhongxing Yu (IEEE Softw., 2021)

SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair. - Zimin Chen; Steve Kommrusch; Michele Tufano; Louis-Noël Pouchet; Denys Poshyvanyk; Martin Monperrus (IEEE Trans. Software Eng., 2021)

Neural Transfer Learning for Repairing Security Vulnerabilities in C Code. - Zimin Chen; Steve Kommrusch; Martin Monperrus (IEEE Trans. Software Eng., 2023)

Self-Supervised Learning to Prove Equivalence Between Straight-Line Programs via Rewrite Rules. - Steve Kommrusch; Martin Monperrus; Louis-Noël Pouchet (IEEE Trans. Software Eng., 2023)

Society of LLMs: Constructivist Learning Approaches with Multiple LLM Instances. - Steve Kommrusch; Henry Minsky (IWSSL, 2024)