Steve Kommrusch

18 papers B 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2024 — conf
Society of LLMs: Constructivist Learning Approaches with Multiple LLM Instances.
IWSSL
Steve Kommrusch, Henry Minsky
2023 J jnl
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code.
IEEE Trans. Software Eng.
Zimin Chen, Steve Kommrusch, Martin Monperrus
2023 J jnl
Self-Supervised Learning to Prove Equivalence Between Straight-Line Programs via Rewrite Rules.
IEEE Trans. Software Eng.
Steve Kommrusch, Martin Monperrus, Louis-Noël Pouchet
2021 J jnl
A Software-Repair Robot Based on Continual Learning.
IEEE Softw.
Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron Arteaga, He Ye, Zhongxing Yu
2021 J jnl
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code.
CoRR
Zimin Chen, Steve Kommrusch, Martin Monperrus
2021 J jnl
Optimizing Coherence Traffic in Manycore Processors Using Closed-Form Caching/Home Agent Mappings.
IEEE Access
Steve Kommrusch, Marcos Horro, Louis-Noël Pouchet, Gabriel Rodríguez, Juan Touriño
2021 J jnl
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models.
CoRR
Steve Kommrusch, Théo Barollet, Louis-Noël Pouchet
2021 J jnl
Self-Supervised Learning to Prove Equivalence Between Programs via Semantics-Preserving Rewrite Rules.
CoRR
Steve Kommrusch, Martin Monperrus, Louis-Noël Pouchet
2021 J jnl
SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair.
IEEE Trans. Software Eng.
Zimin Chen, Steve Kommrusch, Michele Tufano, Louis-Noël Pouchet, Denys Poshyvanyk, Martin Monperrus
2020 J jnl
Coherence Traffic in Manycore Processors with Opaque Distributed Directories.
CoRR
Steve Kommrusch, Marcos Horro, Louis-Noël Pouchet, Gabriel Rodríguez, Juan Touriño
2020 J jnl
Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model.
CoRR
Steve Kommrusch, Théo Barollet, Louis-Noël Pouchet
2020 J jnl
R-Hero: A Software Repair Bot based on Continual Learning.
CoRR
Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron, He Ye, Zhongxing Yu
2020 — conf
Self-Supervised Learning for Multi-Goal Grid World: Comparing Leela and Deep Q Network.
IWSSL
Steve Kommrusch
2019 J jnl
Artificial Intelligence Techniques for Security Vulnerability Prevention.
CoRR
Steve Kommrusch
2019 J jnl
SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair.
CoRR
Zimin Chen, Steve Kommrusch, Michele Tufano, Louis-Noël Pouchet, Denys Poshyvanyk, Martin Monperrus
2019 B conf
Synthetic Lung Nodule 3D Image Generation Using Autoencoders.
IJCNN
Steve Kommrusch, Louis-Noël Pouchet
2019 J jnl
Using Sequence-to-Sequence Learning for Repairing C Vulnerabilities.
CoRR
Zimin Chen, Steve Kommrusch, Martin Monperrus
2018 J jnl
Synthetic Lung Nodule 3D Image Generation Using Autoencoders.
CoRR
Steve Kommrusch, Louis-Noël Pouchet