On the public citation graph
MR-Scout: Automated Synthesis of Metamorphic Relations from Existing Test Cases
0 signed · 64 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/stvr.1486openalex-snapshot
A Hitchhiker's guide to statistical tests for assessing randomized algorithms in software engineering
inferredcites →https://doi.org/10.1002/stvr.1594openalex-snapshot
Predicting metamorphic relations for testing scientific software: a machine learning approach using graph kernels
inferredcites →https://doi.org/10.1007/978-3-642-19811-3_21openalex-snapshot
Retrofitting Unit Tests for Parameterized Unit Testing
inferredcites →https://doi.org/10.1007/s10664-021-09985-1openalex-snapshot
To what extent do DNN-based image classification models make unreliable inferences?
inferredcites →https://doi.org/10.1007/s10664-022-10131-8openalex-snapshot
Characterizing usages, updates and risks of third-party libraries in Java projects
inferredcites →https://doi.org/10.1016/j.jss.2015.07.037openalex-snapshot
METRIC: METamorphic Relation Identification based on the Category-choice framework
inferredcites →https://doi.org/10.1016/j.jss.2018.09.016openalex-snapshot
What’s in a GitHub Star? Understanding Repository Starring Practices in a Social Coding Platform
inferredcites →https://doi.org/10.1016/j.jss.2021.111041openalex-snapshot
MeMo: Automatically identifying metamorphic relations in Javadoc comments for test automation
inferredcites →https://doi.org/10.1109/ase51524.2021.9678706openalex-snapshot
Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations
inferredcites →https://doi.org/10.1109/icse-companion.2019.00098openalex-snapshot
Carving Parameterized Unit Tests
inferredcites →https://doi.org/10.1109/icse-seip52600.2021.00023openalex-snapshot
Testing Web Enabled Simulation at Scale Using Metamorphic Testing
inferredcites →https://doi.org/10.1109/icse48619.2023.00202openalex-snapshot
MorphQ: Metamorphic Testing of the Qiskit Quantum Computing Platform
inferredcites →https://doi.org/10.1109/icsme.2019.00035openalex-snapshot
Automatic Discovery and Cleansing of Numerical Metamorphic Relations
inferredcites →https://doi.org/10.1109/icsme46990.2020.00014openalex-snapshot
An Empirical Study of Usages, Updates and Risks of Third-Party Libraries in Java Projects
inferredcites →https://doi.org/10.1109/icst.2013.51openalex-snapshot
EvoSuite: On the Challenges of Test Case Generation in the Real World
inferredcites →https://doi.org/10.1109/icst.2015.7102580openalex-snapshot
Achievements, Open Problems and Challenges for Search Based Software Testing
inferredcites →https://doi.org/10.1109/issre.2013.6698899openalex-snapshot
Using machine learning techniques to detect metamorphic relations for programs without test oracles
inferredcites →https://doi.org/10.1109/met.2017.3openalex-snapshot
A Template-Based Approach to Describing Metamorphic Relations
inferredcites →https://doi.org/10.1109/met.2017.6openalex-snapshot
Metamorphic Model-Based Testing of Autonomous Systems
inferredcites →https://doi.org/10.1109/met.2019.00008openalex-snapshot
Metamorphic Testing of Android Graphics Drivers
inferredcites →https://doi.org/10.1109/tse.2016.2532875openalex-snapshot
A Survey on Metamorphic Testing
inferredcites →https://doi.org/10.1109/tse.2018.2876433openalex-snapshot
Metamorphic Relations for Enhancing System Understanding and Use
inferredcites →https://doi.org/10.1109/tse.2019.2934848openalex-snapshot
METRIC+: A Metamorphic Relation Identification Technique Based on Input plus Output Domains
inferredcites →https://doi.org/10.1109/tse.2020.3009698openalex-snapshot
Theoretical and Empirical Analyses of the Effectiveness of Metamorphic Relation Composition
inferredcites →https://doi.org/10.1109/tse.2022.3227418openalex-snapshot
InterEvo-TR: Interactive Evolutionary Test Generation With Readability Assessment
inferredcites →https://doi.org/10.1145/2001420.2001464openalex-snapshot
Generating parameterized unit tests
inferredcites →https://doi.org/10.1145/2408776.2408795openalex-snapshot
Symbolic execution for software testing
inferredcites →https://doi.org/10.1145/2642937.2642994openalex-snapshot
Search-based inference of polynomial metamorphic relations
inferredcites →https://doi.org/10.1145/2896971.2896978openalex-snapshot
Metamorphic testing for (graphics) compilers
inferredcites →https://doi.org/10.1145/2931037.2931062openalex-snapshot
Test oracle assessment and improvement
inferredcites →https://doi.org/10.1145/3180155.3182528openalex-snapshot
Metamorphic testing of RESTful web APIs
inferredcites →https://doi.org/10.1145/3324884.3416584openalex-snapshot
Metamorphic object insertion for testing object detection systems
inferredcites →https://doi.org/10.1145/3368089.3409758openalex-snapshot
Evolutionary improvement of assertion oracles
inferredcites →https://doi.org/10.1145/3468264.3468619openalex-snapshot
Graph-based seed object synthesis for search-based unit testing
inferredcites →https://doi.org/10.1145/3468264.3473920openalex-snapshot
Generating metamorphic relations for cyber-physical systems with genetic programming: an industrial case study
inferredcites →https://doi.org/10.1145/3490488openalex-snapshot
SemMT: A Semantic-Based Testing Approach for Machine Translation Systems
inferredcites →https://doi.org/10.1145/3508035openalex-snapshot
Metamorphic Testing of Deep Learning Compilers
inferredcites →https://doi.org/10.1145/3520304.3534077openalex-snapshot
Evolutionary generation of metamorphic relations for cyber-physical systems
inferredcites →https://doi.org/10.1145/3597926.3598053openalex-snapshot
Fuzzing Deep Learning Compilers with HirGen
inferredcites →https://doi.org/10.2307/1269179openalex-snapshot
Mathematical Statistics and Data Analysis
inferredcites →https://doi.org/10.24963/ijcai.2020/64openalex-snapshot
Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models
inferredcites →https://doi.org/10.48550/arxiv.2002.12543openalex-snapshot
Metamorphic Testing: A New Approach for Generating Next Test Cases
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/s11219-026-09743-wopenalex-snapshot
Revisiting the cost-effectiveness of metamorphic relation composition
inferred← citeshttps://doi.org/10.1016/j.infsof.2025.107944openalex-snapshot
ISVMT: An approach of indicator systems validation based on metamorphic testing and data mutation
inferred← citeshttps://doi.org/10.1016/j.infsof.2026.108150openalex-snapshot
Towards metamorphic testing with LLM-based workflows: Metamorphic relation inference and follow-up test case generation
inferred← citeshttps://doi.org/10.1109/apsec66846.2025.00055openalex-snapshot
SVPrompt-MR: An LLM-Based Metamorphic Relation Identification Method with Self-Verification Mechanism
inferred← citeshttps://doi.org/10.1109/ase63991.2025.00222openalex-snapshot
State Field Coverage: A Metric for Oracle Quality
inferred← citeshttps://doi.org/10.1109/icsme64153.2025.00025openalex-snapshot
Metamorphic Testing of Large Language Models for Natural Language Processing
inferred← citeshttps://doi.org/10.1109/icst69053.2026.00016openalex-snapshot
Automated Inference of Expressive Metamorphic Relations for Effective Metamorphic Testing
inferred← citeshttps://doi.org/10.1109/saner64311.2025.00011openalex-snapshot
Can Large Language Models Discover Metamorphic Relations? A Large-Scale Empirical Study
inferred← citeshttps://doi.org/10.1109/scam63643.2024.00025openalex-snapshot
PROZE: Generating Parameterized Unit Tests Informed by Runtime Data
inferred← citeshttps://doi.org/10.1145/3691620.3696020openalex-snapshot
MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing
inferred← citeshttps://doi.org/10.1145/3708521openalex-snapshot
Metamorphic Relation Generation: State of the Art and Research Directions
inferred← citeshttps://doi.org/10.1145/3715003openalex-snapshot
The Future of AI-Driven Software Engineering
inferred← citeshttps://doi.org/10.1145/3715107openalex-snapshot
Test Oracle Automation in the Era of LLMs
inferred← citeshttps://doi.org/10.1145/3797146openalex-snapshot
Validating LLM-Generated SQL Queries through Metamorphic Prompting
inferred← citeshttps://doi.org/10.1145/3832283openalex-snapshot
STARS: Static Analysis-Guided Assertion Synthesis using Large Language Models
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.