Steve Kommrusch

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Security Vulnerabilities

Supervised Learning

Top Venues

IEEE Trans. Software Eng.

Publications

Zimin Chen, Steve Kommrusch, Martin Monperrus
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code. IEEE Trans. Software Eng. 49 (1) (2023)
Steve Kommrusch, Martin Monperrus, Louis-Noël Pouchet
Self-Supervised Learning to Prove Equivalence Between Straight-Line Programs via Rewrite Rules. IEEE Trans. Software Eng. 49 (7) (2023)
Steve Kommrusch, Marcos Horro, Louis-Noël Pouchet, Gabriel Rodríguez, Juan Touriño
Optimizing Coherence Traffic in Manycore Processors Using Closed-Form Caching/Home Agent Mappings. IEEE Access 9 (2021)
Zimin Chen, Steve Kommrusch, Michele Tufano, Louis-Noël Pouchet, Denys Poshyvanyk, Martin Monperrus
SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair. IEEE Trans. Software Eng. 47 (9) (2021)
Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron Arteaga, He Ye, Zhongxing Yu
A Software-Repair Robot Based on Continual Learning. IEEE Softw. 38 (4) (2021)
Zimin Chen, Steve Kommrusch, Martin Monperrus
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code. CoRR (2021)
Steve Kommrusch, Théo Barollet, Louis-Noël Pouchet
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models. CoRR (2021)
Steve Kommrusch, Martin Monperrus, Louis-Noël Pouchet
Self-Supervised Learning to Prove Equivalence Between Programs via Semantics-Preserving Rewrite Rules. CoRR (2021)
Steve Kommrusch, Théo Barollet, Louis-Noël Pouchet
Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model. CoRR (2020)
Steve Kommrusch
Self-Supervised Learning for Multi-Goal Grid World: Comparing Leela and Deep Q Network. IWSSL (2020)
Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron, He Ye, Zhongxing Yu
R-Hero: A Software Repair Bot based on Continual Learning. CoRR (2020)
Steve Kommrusch, Marcos Horro, Louis-Noël Pouchet, Gabriel Rodríguez, Juan Touriño
Coherence Traffic in Manycore Processors with Opaque Distributed Directories. CoRR (2020)
Steve Kommrusch
Artificial Intelligence Techniques for Security Vulnerability Prevention. CoRR (2019)
Zimin Chen, Steve Kommrusch, Michele Tufano, Louis-Noël Pouchet, Denys Poshyvanyk, Martin Monperrus
SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair. CoRR (2019)
Steve Kommrusch, Louis-Noël Pouchet
Synthetic Lung Nodule 3D Image Generation Using Autoencoders. IJCNN (2019)
Zimin Chen, Steve Kommrusch, Martin Monperrus
Using Sequence-to-Sequence Learning for Repairing C Vulnerabilities. CoRR (2019)
Steve Kommrusch, Louis-Noël Pouchet
Synthetic Lung Nodule 3D Image Generation Using Autoencoders. CoRR (2018)