Steve Kommrusch

Steve Kommrusch

Colorado State University

H-index: 12

North America-United States

About Steve Kommrusch

Steve Kommrusch, With an exceptional h-index of 12 and a recent h-index of 8 (since 2020), a distinguished researcher at Colorado State University, specializes in the field of Machine Learning, Computer Aided Programming, Constructivist AI, AI safety.

His recent articles reflect a diverse array of research interests and contributions to the field:

Adaptive oscillator for clock generation

Clock divider device and methods thereof

Self-Supervised Learning to Prove Equivalence Between Straight-Line Programs via Rewrite Rules

Symbolic guidance for constructivist learning by neural model

Neurosymbolic learning on activity summarization of video data

Neural transfer learning for repairing security vulnerabilities in c code

Machine learning for computer aided programming: From stochastic program repair to verifiable program equivalence

Proving equivalence between complex expressions using graph-to-sequence neural models

Steve Kommrusch Information

University

Position

___

Citations(all)

964

Citations(since 2020)

626

Cited By

463

hIndex(all)

12

hIndex(since 2020)

8

i10Index(all)

18

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Steve Kommrusch Skills & Research Interests

Machine Learning

Computer Aided Programming

Constructivist AI

AI safety

Top articles of Steve Kommrusch

Adaptive oscillator for clock generation

2024/3/19

Clock divider device and methods thereof

2023/5/31

Self-Supervised Learning to Prove Equivalence Between Straight-Line Programs via Rewrite Rules

IEEE Transactions on Software Engineering

2023/4/27

Steve Kommrusch
Steve Kommrusch

H-Index: 5

Martin Monperrus
Martin Monperrus

H-Index: 34

Symbolic guidance for constructivist learning by neural model

2022/4/3

Neurosymbolic learning on activity summarization of video data

2022/4/3

Neural transfer learning for repairing security vulnerabilities in c code

IEEE Transactions on Software Engineering

2022/2/1

Steve Kommrusch
Steve Kommrusch

H-Index: 5

Martin Monperrus
Martin Monperrus

H-Index: 34

Machine learning for computer aided programming: From stochastic program repair to verifiable program equivalence

2022

Steve Kommrusch
Steve Kommrusch

H-Index: 5

Proving equivalence between complex expressions using graph-to-sequence neural models

arXiv preprint arXiv:2106.02452

2021/6/1

Steve Kommrusch
Steve Kommrusch

H-Index: 5

Optimizing coherence traffic in manycore processors using closed-form caching/home agent mappings

IEEE Access

2021/2/9

Learning Axioms to Compute Verifiable Symbolic Expression Equivalence Proofs Using Graph-to-Sequence Networks

2020/10/2

Self-supervised learning for multi-goal grid world: Comparing leela and deep q network

2020/9/1

Steve Kommrusch
Steve Kommrusch

H-Index: 5

Clock adjustment for voltage droop

2020/5/5

Asynchronous buffer with pointer offsets

2020/3/17

Equivalence of dataflow graphs via rewrite rules using a graph-to-sequence neural model

arXiv preprint arXiv:2002.06799

2020/2/17

Steve Kommrusch
Steve Kommrusch

H-Index: 5

Coherence Traffic in Manycore Processors with Opaque Distributed Directories

arXiv preprint arXiv:2011.05422

2020/11/10

See List of Professors in Steve Kommrusch University(Colorado State University)

Co-Authors

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