Matthew Dwyer

Matthew Dwyer

University of Virginia

H-index: 52

North America-United States

About Matthew Dwyer

Matthew Dwyer, With an exceptional h-index of 52 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Virginia, specializes in the field of Software Engineering.

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

S3C: Spatial Semantic Scene Coverage for Autonomous Vehicles

Algorithm Selection for Software Verification Using Graph Neural Networks

Harnessing Neuron Stability to Improve DNN Verification

Input distribution coverage: Measuring feature interaction adequacy in neural network testing

Artifact: Measuring and Mitigating Gaps in Structural Testing

PCV: A Point Cloud-Based Network Verifier

A DPLL (T) Framework for Verifying Deep Neural Networks

A Framework for the Unsupervised Inference of Relations Between Sensed Object Spatial Distributions and Robot Behaviors

Matthew Dwyer Information

University

Position

___

Citations(all)

13020

Citations(since 2020)

2221

Cited By

11597

hIndex(all)

52

hIndex(since 2020)

23

i10Index(all)

117

i10Index(since 2020)

43

Email

University Profile Page

University of Virginia

Google Scholar

View Google Scholar Profile

Matthew Dwyer Skills & Research Interests

Software Engineering

Top articles of Matthew Dwyer

Title

Journal

Author(s)

Publication Date

S3C: Spatial Semantic Scene Coverage for Autonomous Vehicles

Trey Woodlief

Felipe Toledo

Sebastian Elbaum

Matthew B Dwyer

2024/4/12

Algorithm Selection for Software Verification Using Graph Neural Networks

arXiv preprint arXiv:2201.11711

Will Leeson

Matthew B Dwyer

2022/1/27

Harnessing Neuron Stability to Improve DNN Verification

arXiv preprint arXiv:2401.14412

Hai Duong

Dong Xu

ThanhVu Nguyen

Matthew B Dwyer

2024/1/19

Input distribution coverage: Measuring feature interaction adequacy in neural network testing

ACM Transactions on Software Engineering and Methodology

Swaroopa Dola

Matthew B Dwyer

Mary Lou Soffa

2023/4/26

Artifact: Measuring and Mitigating Gaps in Structural Testing

arXiv e-prints

Soneya Binta Hossain

Matthew B Dwyer

Sebastian Elbaum

Anh Nguyen-Tuong

2023/8

PCV: A Point Cloud-Based Network Verifier

arXiv preprint arXiv:2301.11806

Arup Kumar Sarker

Farzana Yasmin Ahmad

Matthew B Dwyer

2023/1/27

A DPLL (T) Framework for Verifying Deep Neural Networks

arXiv preprint arXiv:2307.10266

Hai Duong

Linhan Li

ThanhVu Nguyen

Matthew Dwyer

2023/7/17

A Framework for the Unsupervised Inference of Relations Between Sensed Object Spatial Distributions and Robot Behaviors

Christopher Morse

Lu Feng

Matthew Dwyer

Sebastian Elbaum

2023/5/29

Measuring and mitigating gaps in structural testing

Soneya Binta Hossain

Matthew B Dwyer

Sebastian Elbaum

Anh Nguyen-Tuong

2023/5/14

Deeper Notions of Correctness in Image-Based DNNs: Lifting Properties from Pixel to Entities

Felipe Toledo

David Shriver

Sebastian Elbaum

Matthew B Dwyer

2023/11/30

Sibyl: improving software engineering tools with SMT selection

Will Leeson

Matthew B Dwyer

Antonio Filieri

2023/5/14

Neural-Based Test Oracle Generation: A Large-Scale Evaluation and Lessons Learned

Soneya Binta Hossain

Antonio Filieri

Matthew B Dwyer

Sebastian Elbaum

Willem Visser

2023/11/30

Graves-CPA: A graph-attention verifier selector (competition contribution)

Will Leeson

Matthew B Dwyer

2022/3/30

A brief survey on oracle-based test adequacy metrics

Soneya Binta Hossain

Matthew B Dwyer

2022/12/12

Optimal Finite-State Monitoring of Partial Traces

Peeyush Kushwaha

Rahul Purandare

Matthew B Dwyer

2022/9/23

Message from the ICSE 2022 General Chair

Matthew B Dwyer

2022/5/22

White-box Testing of NLP models with Mask Neuron Coverage

arXiv preprint arXiv:2205.05050

Arshdeep Sekhon

Yangfeng Ji

Matthew B Dwyer

Yanjun Qi

2022/5/10

Artifact: reducing dnn properties to enable falsification with adversarial attacks

David Shriver

Sebastian Elbaum

Matthew Dwyer

2021/5/25

Reducing dnn properties to enable falsification with adversarial attacks

David Shriver

Sebastian Elbaum

Matthew B Dwyer

2021/5/22

Distribution models for falsification and verification of dnns

Felipe Toledo

David Shriver

Sebastian Elbaum

Matthew B Dwyer

2021/11/15

See List of Professors in Matthew Dwyer University(University of Virginia)

Co-Authors

H-index: 50
Sebastian Elbaum

Sebastian Elbaum

University of Virginia

H-index: 50
Mehmet C Vuran

Mehmet C Vuran

University of Nebraska-Lincoln

H-index: 45
Lori Clarke

Lori Clarke

University of Massachusetts Amherst

H-index: 44
Myra B. Cohen

Myra B. Cohen

Iowa State University

H-index: 43
John Hatcliff

John Hatcliff

Kansas State University

H-index: 26
Antonio Filieri

Antonio Filieri

Imperial College London

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