| Genetic Improvement of Data for Maths Functions |
William B. Langdon and Oliver Krauss |
ACM TELO (Journal) |
|
#SBSE |
DOI PDF URL |
| On the Introduction of Automatic Program Repair in Bloomberg |
Serkan Kirbas, Etienne Windels, Olayori McBello, Kevin Kells, Matthew Pagano, Rafal Szalanski, Vesna Nowack, Emily Winter, Steve Counsell, David Bowes, Tracy Hall, Saemundur Haraldsson, and John Woodward |
IEEE Software (Journal) |
|
#APR |
DOI PDF URL |
| Empirical Comparison of Search Heuristics for Genetic Improvement of Software |
Aymeric Blot and Justyna Petke |
IEEE TEVC (Journal) |
|
#SBSE #PyGGI |
DOI PDF URL URL |
| Evaluating Automatic Program Repair Capabilities to Repair API Misuses |
Maria Kechagia, Sergey Mechtaev, Federica Sarro, and Mark Harman |
IEEE TSE (Journal) |
|
#APR #SBSE |
DOI PDF URL URL |
| Evolving JavaScript code to reduce load time |
Fabio de A. Farzat, Marcio de O. Barros, and Guilherme H. Travassos |
IEEE TSE (Journal) |
|
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DOI |
| Genetic Improvement of Routing Protocols for Delay Tolerant Networks |
Michela Lorandi, Leonardo Lucio Custode, and Giovanni Iacca |
ACM TELO (Journal) |
2021 |
|
DOI |
| Refining Fitness Functions for Search-Based Program Repair |
Zhiqiang Bian, Justyna Petke, and Aymeric Blot |
APR@ICSE (Workshop) |
2021 |
#APR #SBSE |
PDF URL |
| Evolving Reinforcement Learning Algorithms |
John D. Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Sergey Levine, Quoc V. Le, Honglak Lee, and Aleksandra Faust |
ArXiV (Archive) |
2021 |
|
PDF URL URL |
| Genetic Improvement of Data for Maths Functions* |
William B. Langdon and Oliver Krauss |
GECCO-comp (Conference) |
2021 |
#SBSE |
DOI PDF URL |
| (Genetically) Improving Novelty in Procedural Story Generation |
Erik Fredericks and Byron DeVries |
GI@ICSE (Workshop) |
2021 |
|
DOI PDF VIDEO VIDEO VIDEO URL URL |
| A Permutation Representation of Covering Arrays |
Ryan Dougherty and Xi Jiang |
GI@ICSE (Workshop) |
2021 |
|
DOI VIDEO VIDEO |
| Applying Automated Program Repair to Dataflow Programming Languages |
Yu Huang, Hammad Ahmad, Stephanie Forrest, and Westley Weimer |
GI@ICSE (Workshop) |
2021 |
#APR |
DOI VIDEO VIDEO |
| CRNRepair: Automated Program Repair of Chemical Reaction Networks |
Ibrahim Mesecan, Michael C. Gerten, James I. Lathrop, Myra B. Cohen, and Tomas Haddad Caldas |
GI@ICSE (Workshop) |
2021 |
#APR #PyGGI |
DOI PDF VIDEO VIDEO URL |
| Exploring the Accuracy -- Energy Trade-off in Machine Learning |
Alexander E. I. Brownlee, Jason Adair, Saemundur O. Haraldsson, and John Jabbo |
GI@ICSE (Workshop) |
2021 |
|
DOI PDF VIDEO VIDEO |
| Generating Objected-Oriented Source Code Using Genetic Programming |
Vicente Illanes and Alexandre Bergel |
GI@ICSE (Workshop) |
2021 |
|
DOI PDF PDF VIDEO VIDEO |
| Open Challenges in Genetic Improvement for Emergent Software Systems |
Penelope Faulkner Rainford and Barry Porter |
GI@ICSE (Workshop) |
2021 |
|
DOI PDF VIDEO VIDEO |
| Optimising SQL Queries Using Genetic Improvement |
James Callan and Justyna Petke |
GI@ICSE (Workshop) |
2021 |
|
DOI PDF VIDEO VIDEO |
| Partial Specifications for Program Repair |
Linsey Kitt and Myra B. Cohen |
GI@ICSE (Workshop) |
2021 |
#APR #testing #PyGGI |
DOI PDF VIDEO VIDEO |
| Uniform Edit Selection for Genetic Improvement: Empirical Analysis of Mutation Operator Efficacy |
Marta Smigielska, Aymeric Blot, and Justyna Petke |
GI@ICSE (Workshop) |
2021 |
#APR #PyGGI |
DOI PDF VIDEO VIDEO URL |
| Using Genetic Improvement to Retarget quantum Software on Differing Hardware |
George O'Brien and John Clark |
GI@ICSE (Workshop) |
2021 |
|
DOI VIDEO VIDEO |
| Enhancing Genetic Improvement of Software with Regression Test Selection |
Giovani Guizzo, Justyna Petke, Federica Sarro, and Mark Harman |
ICSE (Conference) |
2021 |
#SBSE #testing |
DOI URL URL URL |
| Testing Web Enabled Simulation at Scale Using Metamorphic Testing |
John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Maria Lomeli, Erik Meijer, Silvia Sapora, and Justin Spahr-Summers |
ICSE (Conference) |
2021 |
#SBSE #testing |
PDF URL |
| Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection |
Giovani Guizzo, Justyna Petke, Federica Sarro, and Mark Harman |
ICSE-comp (Conference) |
2021 |
#SBSE |
DOI URL |
| EvoSpex: An Evolutionary Algorithm for Learning Postconditions (artifact) |
Facundo Molina, Pablo Ponzio, Nazareno Aguirre, and Marcelo Frias |
ICSE-comp (Conference) |
2021 |
|
DOI URL |
| A Novel Approach For Search-Based Program Repair |
Leonardo Trujillo, Omar M. Villanueva, and Daniel E. Hernandez |
IEEE Software (Journal) |
2021 |
#APR #SBSE |
DOI |
| Rosita: Towards Automatic Elimination of Power-Analysis Leakage in Ciphers |
Madura A. Shelton, Niels Samwel, Lejla Batina, Francesco Regazzoni, Markus Wagner, and Yuval Yarom |
NDSS (Conference) |
2021 |
#SBSE |
DOI PDF PDF VIDEO URL |
| Boosting Automated Program Repair for Adoption By Practitioners |
Anil Koyuncu |
(PhdThesis) |
2020 |
#APR |
PDF URL |
| Fast Generation of Big Random Binary Trees |
William B. Langdon |
(TechReport) |
2020 |
|
PDF URL |
| GEVO: GPU Code Optimization Using Evolutionary Computation |
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, and Carole-Jean Wu |
ACM TACO (Journal) |
2020 |
|
DOI |
| Toward Better Evolutionary Program Repair: an Integrated Approach |
Yuan Yuan2 and Wolfgang Banzhaf |
ACM TSEM (Journal) |
2020 |
#APR #SBSE |
DOI PDF URL |
| Refining Fitness Functions in Test-Based Program Repair |
Justyna Petke and Aymeric Blot |
APR@ICSE (Workshop) |
2020 |
#APR #SBSE |
DOI PDF |
| Empirical Analysis of 1-edit Degree Patches in Syntax-Based Automatic Program Repair |
Piotr Dziurzanski, Simos Gerasimou, Dimitris Kolovos, and Nicholas Matragkas |
CEC (Conference) |
2020 |
#APR #SBSE |
DOI PDF URL |
| Genetic Improvement of Genetic Programming |
W. B. Langdon |
CEC (Session) |
2020 |
#GISMO #SBSE |
DOI PDF PDF VIDEO |
| Injecting Shortcuts for Faster Running Java Code |
Alexander Brownlee, Justyna Petke, and Anna F. Rasburn |
CEC (Conference) |
2020 |
#SBSE |
DOI PDF PDF URL |
| Adding More Color to Patch Picture |
Martin Rinard |
Communications of the ACM (Journal) |
2020 |
#APR |
DOI URL |
| Biases and Differences in Code Review using Medical Imaging and Eye-Tracking: Genders, Humans, and Machines |
Yu Huang, Kevin Leach, Zohreh Sharafi, Nicholas McKay, Tyler Santander, and Westley Weimer |
ESEC/FSE (Conference) |
2020 |
#APR #SBSE |
DOI PDF VIDEO URL |
| Evolutionary Improvement of Assertion Oracles |
Valerio Terragni, Gunel Jahangirova, Paolo Tonella, and Mauro Pezze |
ESEC/FSE (Conference) |
2020 |
#SBSE |
DOI PDF VIDEO URL |
| Automatically Evolving Lookup Tables for Function Approximation |
Oliver Krauss and W. B. Langdon |
EuroGP (Conference) |
2020 |
|
DOI PDF |
| Comparing Genetic Programming Approaches for Non-Functional Genetic Improvement Case Study: Improvement of MiniSAT's Running Time |
Aymeric Blot and Justyna Petke |
EuroGP (Conference) |
2020 |
#SBSE #PyGGI |
DOI PDF VIDEO URL |
| Integrating HeuristicLab with Compilers and Interpreters for Non-Functional Code Optimization |
Daniel Dorfmeister and Oliver Krauss |
EvoSoft@GECCO (Workshop) |
2020 |
#SBSE |
DOI PDF |
| Novelty Search for Automatic Bug Repair |
Omar M. Villanueva, Leonardo Trujillo, and Daniel E Hernandez |
GECCO (Conference) |
2020 |
#APR |
DOI |
| Towards Rigorous Validation of Energy Optimisation Experiments |
Mahmoud A. Bokhari, Brad Alexander, and Markus Wagner |
GECCO (Conference) |
2020 |
|
DOI PDF URL |
| Exploiting Fault Localisation for Efficient Program Repair |
Vesna Nowack, David Bowes, Steve Counsell, Tracy Hall, Saemundur Haraldsson, Emily Winter, and John Woodward |
GECCO-comp (Conference) |
2020 |
#APR |
DOI |
| GEVO-ML: A Proposal for Optimizing ML Code with Evolutionary Computation |
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, and Carole-Jean Wu |
GECCO-comp (Conference) |
2020 |
#ML |
DOI |
| Genetic Improvement: Taking Real-World Source Code and Improving It Using Genetic Programming |
Samundur O. Haraldsson, John R. Woodward, and Markus Wagner |
GECCO-comp (Conference) |
2020 |
|
DOI |
| Genetic Programming: A Tutorial Introduction |
Una-May O'Reilly and Erik Hemberg |
GECCO-comp (Conference) |
2020 |
|
DOI |
| Hyper-Heuristics Tutorial |
Daniel R. Tauritz and John Woodward |
GECCO-comp (Conference) |
2020 |
|
DOI |
| An Annotated Dataset of Stack Overflow Post Edits |
Sebastian Baltes and Markus Wagner |
GI@GECCO (Workshop) |
2020 |
#SBSE |
DOI PDF PDF URL |
| Evolving sqrt into 1/x via Software Data Maintenance |
William B. Langdon and Oliver Krauss |
GI@GECCO (Workshop) |
2020 |
#SBSE |
DOI PDF VIDEO |
| Genetic Improvement of Software Efficiency: The Curse of Fitness Estimation |
Mahmoud A. Bokhari, Markus Wagner, and Brad Alexander |
GI@GECCO (Workshop) |
2020 |
#ML #SBSE |
DOI PDF |
| Optimising the Fit of Stack Overflow Code Snippets into Existing Code |
Brittany Reid, Christoph Treude, and Markus Wagner |
GI@GECCO (Workshop) |
2020 |
#SBSE |
DOI PDF PDF URL |
| Tuning Genetic Algorithm Parameters using Design of Experiments |
Mohsen Mosayebi and Manbir Sodhi |
GI@GECCO (Workshop) |
2020 |
#SBSE |
DOI PDF |
| Checkers: Multi-modal Darwinian API Optimisation |
Santanu Kumar Dash, Fan Wu, Michail Basios, Lingbo Li, and Leslie Kanthan |
GI@ICSE (Workshop) |
2020 |
#SBSE |
DOI PDF VIDEO |
| Human Factors in the Study of Automatic Software Repair: Future Directions for Research with Industry |
Emily Winter, David Bowes, Steve Counsell, Tracy Hall, Saemundur Haraldsson, Vesna Nowack, and John Woodward |
GI@ICSE (Workshop) |
2020 |
#APR #SBSE #survey |
DOI PDF VIDEO |
| Stack-Based Genetic Improvement |
Aymeric Blot and Justyna Petke |
GI@ICSE (Workshop) |
2020 |
#APR #SBSE |
DOI PDF VIDEO |
| Synthetic Benchmarks for Genetic Improvement |
Aymeric Blot and Justyna Petke |
GI@ICSE (Workshop) |
2020 |
#SBSE |
DOI PDF VIDEO |
| Towards Knowledge Guided Genetic Improvement |
Oliver Krauss, Hanspeter Moessenboeck, and Michael Affenzeller |
GI@ICSE (Workshop) |
2020 |
#SBSE |
DOI PDF VIDEO |
| WES: Agent-based User Interaction Simulation on Real Infrastructure |
John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Ralf Laemmel, Erik Meijer, Silvia Sapora, and Justin Spahr-Summers |
GI@ICSE (Workshop) |
2020 |
#APR #ML #SBSE #testing |
DOI PDF VIDEO URL |
| ARJA: Automated Repair of Java Programs via Multi-Objective Genetic Programming |
Yuan Yuan2 and Wolfgang Banzhaf |
IEEE TSE (Journal) |
2020 |
#APR |
DOI |
| A Review on Complex System Engineering |
Pierre Parrend and Pierre Collet |
Journal of Systems Science and Complexity (Journal) |
2020 |
|
DOI |
| Genetic Improvement @ ICSE 2020 |
William B. Langdon, Westley Weimer, Justyna Petke, Erik Fredericks, Seongmin Lee, Emily Winter, Michail Basios, Myra B. Cohen, Aymeric Blot, Markus Wagner, Bobby R. Bruce, Shin Yoo, Simos Gerasimou, Oliver Krauss, Yu Huang, and Michael Gerten |
SEN (Journal) |
2020 |
|
DOI PDF PDF VIDEO URL URL |
| Impact of Test Suite Coverage on Overfitting in Genetic Improvement of Software |
Mingyi Lim, Giovani Guizzo, and Justyna Petke |
SSBSE (Conference) |
2020 |
#SBSE |
DOI PDF VIDEO |
| Automated Program-Semantic Defect Repair and False-Positive Elimination without Side Effects |
Yukun Dong, Mengying Wu, Shanchen Pang, Li Zhang2, Wenjing Yin, Meng Wu, and Haojie Li |
Symmetry (Journal) |
2020 |
#APR |
DOI URL |
| Deep Pattern Mining for Program Repair |
Kui Liu |
(PhdThesis) |
2019 |
#APR |
PDF URL |
| The State and Future of Genetic Improvement |
William B. Langdon, Westley Weimer, Christopher Timperley, Oliver Krauss, Zhen Yu Ding, Yiwei Lyu, Nicolas Chausseau, Eric Schulte, Shin Hwei Tan, Kevin Leach, Yu Huang, and Gabin An |
(TechReport) |
2019 |
|
PDF PDF PDF URL |
| Automated Program Repair |
Claire Le Goues, Michael Pradel, and Abhik Roychoudhury |
Communications of the ACM (Journal) |
2019 |
#APR |
DOI PDF |
| PyGGI 2.0: Language Independent Genetic Improvement Framework |
Gabin An, Aymeric Blot, Justyna Petke, and Shin Yoo |
ESEC/FSE (Conference) |
2019 |
#APR #SBSE #PyGGI |
DOI PDF VIDEO URL URL |
| A comparison of tree- and line-oriented observational slicing |
David Binkley, Nicolas Gold, Syed Islam, Jens Krinke, and Shin Yoo |
Empirical Software Engineering (Journal) |
2019 |
|
DOI PDF |
| Evolving AVX512 Parallel C Code using GP |
William B. Langdon and Ronny Lorenz |
EuroGP (Conference) |
2019 |
#SBSE |
DOI PDF URL |
| A Hybrid Evolutionary System for Automatic Software Repair |
Yuan Yuan2 and Wolfgang Banzhaf |
GECCO (Conference) |
2019 |
#APR #SBSE |
DOI |
| Gin: genetic improvement research made easy |
Alexander E. I. Brownlee, Justyna Petke, Brad Alexander, Earl T. Barr, Markus Wagner, and David R. White |
GECCO (Conference) |
2019 |
#SBSE |
DOI PDF |
| Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches |
Dominik Sobania and Franz Rothlauf |
GECCO (Conference) |
2019 |
#SBSE |
DOI |
| Genetic Improvement of Data gives Binary Logarithm from sqrt |
W. B. Langdon and Justyna Petke |
GECCO-comp (Conference) |
2019 |
#SBSE |
DOI PDF |
| A Survey of Genetic Improvement Search Spaces |
Justyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner, and David R. White |
GI@GECCO (Workshop) |
2019 |
#APR #SBSE #survey |
DOI PDF |
| Genetic Algorithms for Affine Transformations to Existential t-Restrictions |
Ryan E. Dougherty, Erin Lanus, Charles J. Colbourn, and Stephanie Forrest |
GI@GECCO (Workshop) |
2019 |
#testing |
DOI PDF |
| Genetic Improvement of Data gives double precision invsqrt |
W. B. Langdon |
GI@GECCO (Workshop) |
2019 |
#SBSE |
DOI PDF |
| On Adaptive Specialisation in Genetic Improvement |
Aymeric Blot and Justyna Petke |
GI@GECCO (Workshop) |
2019 |
#SBSE |
DOI PDF |
| The Quest for Non-Functional Property Optimisation in Heterogeneous and Fragmented Ecosystems: a Distributed Approach |
Mahmoud A. Bokhari, Markus Wagner, and Brad Alexander |
GI@GECCO (Workshop) |
2019 |
|
DOI PDF |
| Toward Human-Like Summaries Generated from Heterogeneous Software Artefacts |
Mahfouth Alghamdi, Christoph Treude, and Markus Wagner |
GI@GECCO (Workshop) |
2019 |
#SBSE |
DOI PDF PDF URL |
| Better Code Search and Reuse for Better Program Repair |
Qi Xin and Steven Reiss |
GI@ICSE (Workshop) |
2019 |
#APR |
DOI PDF URL |
| Evolutionary Computation for Improving Malware Analysis |
Kevin Leach, Ryan Dougherty, Chad Spensky, Stephanie Forrest, and Westley Weimer |
GI@ICSE (Workshop) |
2019 |
|
PDF PDF |
| Fuzzy Edit Sequences in Genetic Improvement |
Aymeric Blot |
GI@ICSE (Workshop) |
2019 |
#SBSE |
DOI PDF PDF |
| Genetic Improvement of GPU Code |
Jhe-Yu Liou, Stephanie Forrest, and Carole-Jean Wu |
GI@ICSE (Workshop) |
2019 |
|
DOI PDF PDF URL |
| Industrial experience of Genetic Improvement in Facebook |
Nadia Alshahwan |
GI@ICSE (Workshop) |
2019 |
#APR |
DOI PDF |
| Leveraging Program Invariants to Promote Population Diversity in Search-Based Automatic Program Repair |
Zhen Yu Ding, Yiwei Lyu, Christopher Timperley, and Claire Le Goues |
GI@ICSE (Workshop) |
2019 |
#SBSE |
DOI PDF |
| Mining Patterns from Genetic Improvement Experiments |
Oliver Krauss, Hanspeter Moessenboeck, and Michael Affenzeller |
GI@ICSE (Workshop) |
2019 |
|
DOI PDF |
| A Journey Among Java Neutral Program Variants |
Nicolas Harrand, Simon Allier, Marcelino Rodriguez-Cancio, Martin Monperrus, and Benoit Baudry |
GPEM (Journal) |
2019 |
|
DOI PDF URL |
| An Evolutionary System for better automatic software repair |
Yuan Yuan2 and Wolfgang Banzhaf |
Genetic Programming Theory and Practice XVII (Conference) |
2019 |
#APR |
DOI |
| Automatic Software Merging using Automated Program Repair |
Xiaoqian Xing and Katsuhisa Maruyama |
IBF (Workshop) |
2019 |
#APR |
DOI |
| SapFix: Automated End-to-End Repair at Scale |
Alexandru Marginean, Johannes Bader, Satish Chandra, Mark Harman, Yue Jia, Ke Mao, Alexander Mols, and Andrew Scott |
ICSE (Conference) |
2019 |
#APR #SBSE |
DOI URL URL |
| Software Improvement by Data Improvement |
W. B. Langdon |
IEEE Software Blog (Web) |
2019 |
#GISMO |
PDF URL |
| Approximate Oracles and Synergy in Software Energy Search Spaces |
Bobby R. Bruce, Justyna Petke, Mark Harman, and Earl T. Barr |
IEEE TSE (Journal) |
2019 |
#SBSE |
DOI PDF PDF URL |
| TBar: Revisiting Template-Based Automated Program Repair |
Kui Liu, Anil Koyuncu, Dongsun Kim, and Tegawende F. Bissyande |
ISSTA (Conference) |
2019 |
#APR #SBSE #testing |
DOI PDF URL URL |
| AVATAR: Fixing Semantic Bugs with Fix Patterns of Static Analysis Violations |
Kui Liu, Anil Koyuncu, Dongsun Kim, and Tegawende F. Bissyande |
SANER (Conference) |
2019 |
#APR |
DOI PDF URL URL |
| The State and Future of Genetic Improvement |
William B. Langdon, Westley Weimer, Christopher Timperley, Oliver Krauss, Zhen Yu Ding, Yiwei Lyu, Nicolas Chausseau, Eric Schulte, Shin Hwei Tan, Kevin Leach, Yu Huang, and Gabin An |
SEN (Journal) |
2019 |
|
DOI |
| Big Data Driven Genetic Improvement for Maintenance of Legacy Software Systems |
W. B. Langdon |
SIGEVOlution (Journal) |
2019 |
|
DOI PDF |
| Mark Harman wins both IEEE and ACM Awards in 2019 |
Bill Langdon |
SIGEVOlution (Journal) |
2019 |
#SBSE #testing |
DOI PDF |
| Search-Based Software Engineering Events in 2019 |
Giovani Guizzo |
SIGEVOlution (Journal) |
2019 |
#SBSE |
DOI PDF |
| Code naturalness to assist search space exploration in Search-based Program Repair methods |
Altino Dantas, Eduardo Faria de Souza, Jerffeson Souza, and Celso G. Camilo-Junior |
SSBSE (Conference) |
2019 |
#APR #SBSE |
DOI |
| General Program Synthesis using Guided Corpus Generation and Automatic Refactoring |
Alexander Wild and Barry Porter |
SSBSE (Conference) |
2019 |
#SBSE |
DOI PDF |
| Software Improvement with Gin: a Case Study |
Justyna Petke and Alexander Brownlee |
SSBSE (Conference) |
2019 |
#SBSE |
DOI PDF URL |
| Applying Genetic Improvement to a Genetic Programming library in C++ |
Victor R. Lopez-Lopez, Leonardo Trujillo, and Pierrick Legrand |
Soft Computing (Journal) |
2019 |
#GISMO |
DOI PDF URL URL |
| Automated Artificial Intelligence (AutoAI) |
Holger H. Hoos |
(TechReport) |
2018 |
|
PDF |
| Evolving Square Root into Binary Logarithm |
W. B. Langdon |
(TechReport) |
2018 |
#SBSE |
PDF |
| Genetic Improvement GISMOE Blue Software Tool Demo |
W. B. Langdon |
(TechReport) |
2018 |
#SBSE |
PDF |
| Otimizacao para Reduzir o Tamanho de Codigo-Fonte Javascript |
Fabio de Almeida Farzat |
(PhdThesis) |
2018 |
#SBSE |
PDF URL |
| Overfitting in Automated Program Repair: Challenges and Solutions |
Dinh Xuan Bach Le |
(PhdThesis) |
2018 |
#APR |
URL URL |
| The Blind Software Engineer: Improving the Non-Functional Properties of Software by Means of Genetic Improvement |
Bobby R. Bruce |
(PhdThesis) |
2018 |
#SBSE |
PDF URL URL |
| Towards automatic generation and insertion of OpenACC directives |
Bobby R. Bruce and Justyna Petke |
(TechReport) |
2018 |
|
PDF |
| Automatic Software Repair: a Bibliography |
Martin Monperrus |
ArXiV (Archive) |
2018 |
#APR #survey |
PDF URL |
| Genetic Improvement of Software: Report from Dagstuhl Seminar 18052 |
Justyna Petke, Claire Le Goues, Stephanie Forrest, and William B. Langdon |
Dagstuhl Reports (Journal) |
2018 |
#APR #SBSE |
DOI PDF URL URL |
| Darwinian Data Structure Selection |
Michail Basios, Lingbo Li, Fan Wu, Leslie Kanthan, and Earl T. Barr |
ESEC/FSE (Conference) |
2018 |
#SBSE |
DOI PDF |
| Improved representation and genetic operators for linear genetic programming for automated program repair |
Vinicius Paulo L. Oliveira, Eduardo Faria de Souza, Claire Le Goues, and Celso G. Camilo-Junior |
Empirical Software Engineering (Journal) |
2018 |
#APR |
DOI URL URL |
| Evolving better RNAfold structure prediction |
William B. Langdon, Justyna Petke, and Ronny Lorenz |
EuroGP (Conference) |
2018 |
#SBSE |
DOI PDF |
| Investigating the Evolvability of Page Load Time |
Brendan Cody-Kenny, Umberto Manganiello, John Farrelly, Adrian Ronayne, Eoghan Considine, Thomas McGuire, and Michael O'Neill |
EvoSET (Conference) |
2018 |
#SBSE |
DOI PDF URL |
| Finding and fixing software bugs automatically with SapFix and Sapienz |
Yue Jia, Ke Mao, and Mark Harman |
Facebook (Web) |
2018 |
|
URL URL |
| Assessing Single-Objective Performance Convergence and Time Complexity for Refactoring Detection |
David Nader-Palacio, Daniel Rodriguez-Cardenas, and Jonatan Gomez |
GI@GECCO (Workshop) |
2018 |
#SBSE |
DOI PDF |
| Dynamic Fitness Functions for Genetic Improvement in Compilers and Interpreters |
Oliver Krauss, Hanspeter Moessenboeck, and Michael Affenzeller |
GI@GECCO (Workshop) |
2018 |
#testing |
DOI PDF |
| Genetic Configuration Sampling: Learning a Sampling Strategy for Fault Detection of Configurable Systems |
Jifeng Xuan, Yongfeng Gu, Zhilei Ren, Xiangyang Jia, and Qingna Fan |
GI@GECCO (Workshop) |
2018 |
#SBSE |
DOI PDF |
| Novelty Search for software improvement of a SLAM system |
Victor R. Lopez-Lopez, Leonardo Trujillo, and Pierrick Legrand |
GI@GECCO (Workshop) |
2018 |
|
DOI PDF |
| Synthesizing Customized Network Protocols using Genetic Programming |
Mohammad Roohitavaf, Ling Zhu, Sandeep Kulkarni, and Subir Biswas |
GI@GECCO (Workshop) |
2018 |
|
DOI PDF |
| Towards Modular Large-Scale Darwinian Software Improvement |
Michael Orlov |
GI@GECCO (Workshop) |
2018 |
|
DOI PDF PDF |
| A Turing Test for Genetic Improvement |
Afsoon Afzal, Jeremy Lacomis, Claire Le Goues, and Christopher Steven Timperley |
GI@ICSE (Workshop) |
2018 |
|
DOI PDF PDF |
| A spoonful of DevOps helps the GI Go Down |
Benoit Baudry, Nicolas Harrand, Eric Schulte, Christopher Timperley, Shin Hwei Tan, Marija Selakovic, and Emamurho Ugherughe |
GI@ICSE (Workshop) |
2018 |
|
DOI PDF |
| Comparing Line and AST Granularity Level for Program Repair using PyGGI |
Gabin An, Jinhan Kim, and Shin Yoo |
GI@ICSE (Workshop) |
2018 |
#APR #SBSE #PyGGI |
DOI PDF PDF |
| Evolutionary Fuzzing for Genetic Improvement: Toward Adaptive Software Defense |
Jason Landsborough, Stephen Harding, and Bryan Beabout |
GI@ICSE (Workshop) |
2018 |
|
DOI PDF |
| Evolving Software Quality |
Claire Le Goues |
GI@ICSE (Workshop) |
2018 |
#survey |
PDF |
| Experiments in Genetic Divergence for Emergent Systems |
Christopher McGowan, Alexander Wild, and Barry Porter |
GI@ICSE (Workshop) |
2018 |
|
DOI PDF PDF |
| Learning to Synthesize |
Yingfei Xiong, Bo Wang, Guirong Fu, and Linfei Zang |
GI@ICSE (Workshop) |
2018 |
|
DOI PDF PDF URL |
| Neutrality and Epistasis in Program Space |
Joseph Renzullo, Westley Weimer, Melanie Moses, and Stephanie Forrest |
GI@ICSE (Workshop) |
2018 |
#SBSE #testing |
DOI PDF |
| Performance Localisation |
Brendan Cody-Kenny, Michael O'Neill, and Stephen Barrett |
GI@ICSE (Workshop) |
2018 |
|
DOI PDF |
| Visualising the global structure of search landscapes: genetic improvement as a case study |
Nadarajen Veerapen and Gabriela Ochoa |
GPEM (Journal) |
2018 |
|
DOI URL URL |
| Repairing Crashes in Android Apps |
Shin Hwei Tan, Zhen Dong, Xiang Gao, and Abhik Roychoudhury |
ICSE (Conference) |
2018 |
#APR #SBSE #testing |
DOI PDF PDF URL |
| Toward Introducing Automated Program Repair Techniques to Industrial Software Development |
Keigo Naitou, Akito Tanikado, Shinsuke Matsumoto, Yoshiki Higo, Shinji Kusumoto, Hiroyuki Kirinuki, Toshiyuki Kurabayashi, and Haruto Tanno |
ICSE (Conference) |
2018 |
#APR #SBSE |
DOI URL |
| Accelerating Search-Based Program Repair |
Ben Mehne, Hiroaki Yoshida, Mukul R. Prasad, Koushik Sen, Divya Gopinath, and Sarfraz Khurshid |
ICST (Conference) |
2018 |
#APR #SBSE |
DOI PDF |
| Genetic Improvement of Software: a Comprehensive Survey |
Justyna Petke, Saemundur O. Haraldsson, Mark Harman, William B. Langdon, David R. White, and John R. Woodward |
IEEE TEVC (Journal) |
2018 |
#survey |
DOI PDF |
| Specialising Software for Different Downstream Applications Using Genetic Improvement and Code Transplantation |
Justyna Petke, Mark Harman, William B. Langdon, and Westley Weimer |
IEEE TSE (Journal) |
2018 |
|
DOI PDF PDF |
| Challenges on applying genetic improvement in JavaScript using a high-performance computer |
Fabio de Almeida Farzat, Marcio de Oliveira Barros, and Guilherme Horta Travassos |
JSERD (Journal) |
2018 |
#SBSE |
DOI |
| Genetic Programming + Proof Search = Automatic Improvement |
Zoltan A. Kocsis and Jerry Swan |
Journal of Automated Reasoning (Journal) |
2018 |
#SBSE |
DOI PDF URL |
| Towards a Framework for Stochastic Performance Optimizations in Compilers and Interpreters - An Architecture Overview |
Oliver Krauss |
ManLang (Conference) |
2018 |
|
DOI PDF URL |
| Guiding Software Evolution with Binary Diversity |
Jeremiah Greer, Samuel Toth, Rashmi Jha, Anca Ralescu, Nan Niu, Mitchell Hirschfeld, and David Kapp |
NAECON (Conference) |
2018 |
|
DOI |
| Managing Uncertainty in Self-Adaptive Systems with Plan Reuse and Stochastic Search |
Cody Kinneer, Zack Coker, Jiacheng Wang, David Garlan, and Claire Le Goues |
SEAMS (Conference) |
2018 |
#SBSE |
DOI PDF URL |
| Dagstuhl: Seminar on Genetic Improvement of Software |
Benjamin Danglot |
SIGEVOlution (Journal) |
2018 |
|
DOI PDF |
| Genetic Improvement Workshop at ICSE 2018 |
Gabin An |
SIGEVOlution (Journal) |
2018 |
|
DOI PDF |
| Deploying Search Based Software Engineering with Sapienz at Facebook |
Nadia Alshahwan, Xinbo Gao, Mark Harman, Yue Jia, Ke Mao, Alexander Mols, Taijin Tei, and Ilya Zorin |
SSBSE (Conference) |
2018 |
#SBSE |
DOI |
| EvoIsolator: Evolving Program Slices for Hardware Isolation Based Security |
Mengmei Ye, Myra B. Cohen, Witawas Srisa-an, and Sheng Wei |
SSBSE (Conference) |
2018 |
#SBSE |
DOI URL |
| Evolving Better Software Parameters |
William B. Langdon and Justyna Petke |
SSBSE (Conference) |
2018 |
#SBSE |
DOI PDF |
| Learning Fault Localisation for Both Humans and Machines using Multi-Objective GP |
Kabdo Choi, Jeongju Sohn, and Shin Yoo |
SSBSE (Conference) |
2018 |
#SBSE |
DOI PDF |
| Applying Genetic Programming with Similar Bug Fix Information to Automatic Fault Repair |
Geunseok Yang, Youngjun Jeong, Kyeongsic Min, Jung-Won Lee, and Byungjeong Lee |
Symmetry (Journal) |
2018 |
#APR #SBSE |
DOI URL |
| Evolving Exact Decompilation |
Eric Schulte, Jason Ruchti, Matt Noonan, David Ciarletta, and Alexey Loginov |
Workshop on Binary Analysis Research (Conference) |
2018 |
#SBSE |
PDF PDF URL |
| Approximate Oracles and Synergy in Software Energy Search Spaces |
Bobby R. Bruce, Justyna Petke, Mark Harman, and Earl T. Barr |
(TechReport) |
2017 |
|
PDF |
| Automated Improvement of Software Design by Search-Based Refactoring |
Rodrigo Morales Alvarado |
(PhdThesis) |
2017 |
#SBSE #testing |
PDF URL |
| Deep Parameter Optimisation for Face Detection Using the Viola-Jones Algorithm in OpenCV : A Correction |
Bobby R. Bruce |
(TechReport) |
2017 |
|
PDF |
| Design of repair operators for automated program repair |
Shin Hwei Tan |
(PhdThesis) |
2017 |
#APR |
PDF |
| Evolving better RNAfold C source code |
W. B. Langdon |
(TechReport) |
2017 |
|
DOI PDF URL |
| Genetic Improvement of Software: From Program Landscapes to the Automatic Improvement of a Live System |
Saemundur Oskar Haraldsson |
(PhdThesis) |
2017 |
#APR #SBSE |
PDF URL URL |
| Mutation-Based Genetic Improvement of Software |
Fan Wu |
(PhdThesis) |
2017 |
#SBSE #testing |
PDF URL URL |
| Optimizing Tradeoffs of Non-Functional Properties in Software |
Jonathan Dorn |
(PhdThesis) |
2017 |
#SBSE |
DOI PDF |
| ARJA: Automated Repair of Java Programs via Multi-Objective Genetic Programming |
Yuan Yuan2 and Wolfgang Banzhaf |
ArXiV (Archive) |
2017 |
#APR #SBSE |
PDF URL URL |
| Darwinian Data Structure Selection |
Michail Basios, Lingbo Li, Fan Wu, Leslie Kanthan, Donald Lawrence, and Earl T. Barr |
ArXiV (Archive) |
2017 |
#SBSE |
PDF URL |
| Validation of Internal Meters of Mobile Android Devices |
Mahmoud A. Bokhari, Yuanzhong Xia, Bo Zhou, Brad Alexander, and Markus Wagner |
ArXiV (Archive) |
2017 |
|
PDF URL |
| Genetically Improved BarraCUDA |
W. B. Langdon and Brian Yee Hong Lam |
BioData Mining (Journal) |
2017 |
|
DOI |
| S3: Syntax- and Semantic-guided Repair Synthesis via Programming by Examples |
Xuan-Bach D. Le, Duc-Hiep Chu, David Lo, Claire Le Goues, and Willem Visser |
ESEC/FSE (Conference) |
2017 |
#APR |
DOI PDF |
| Automatic repair of real bugs in java: a large-scale experiment on the defects4j dataset |
Matias Martinez, Thomas Durieux, Romain Sommerard, Jifeng Xuan, and Martin Monperrus |
Empirical Software Engineering (Journal) |
2017 |
#APR |
DOI PDF URL |
| Exploring Fitness and Edit Distance of Mutated Python Programs |
Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, and David Cairns |
EuroGP (Conference) |
2017 |
#SBSE |
DOI PDF URL |
| Visualising the Search Landscape of the Triangle Program |
William B. Langdon, Nadarajen Veerapen, and Gabriela Ochoa |
EuroGP (Conference) |
2017 |
#SBSE #testing |
DOI PDF |
| Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka |
David R. White, Leonid Joffe, Edward Bowles, and Jerry Swan |
EvoAPPS (Conference) |
2017 |
#SBSE |
DOI PDF URL |
| Polytypic Genetic Programming |
Jerry Swan, Krzysztof Krawiec, and Neil Ghani |
EvoAPPS (Conference) |
2017 |
|
DOI PDF URL |
| Genetic Improvement of Computational Biology Software |
William B. Langdon and Karina Zile |
Evolutionary Computation in Computational Biology (Conference) |
2017 |
#SBSE |
DOI PDF |
| A Search for Improved Performance in Regular Expressions |
Brendan Cody-Kenny, Michael Fenton, Adrian Ronayne, Eoghan Considine, Thomas McGuire, and Michael O'Neill |
GECCO (Conference) |
2017 |
|
DOI |
| Empirical Evaluation of Conditional Operators in GP Based Fault Localization |
Dahyun Kang, Jeongju Sohn, and Shin Yoo |
GECCO (Conference) |
2017 |
#APR |
DOI |
| Deep Parameter Optimisation on Android Smartphones for Energy Minimisation - A Tale of Woe and a Proof-of-Concept |
Mahmoud A. Bokhari, Bobby R. Bruce, Brad Alexander, and Markus Wagner |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF PDF |
| Embedding Genetic Improvement into Programming Languages |
Shin Yoo |
GI@GECCO (Workshop) |
2017 |
#SBSE |
DOI PDF |
| Evolving Software Building Blocks with FINCH |
Michael Orlov |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF PDF |
| Fixing Bugs in Your Sleep: How Genetic Improvement Became an Overnight Success |
Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, and Kristin Siggeirsdottir |
GI@GECCO (Workshop) |
2017 |
#APR #testing |
DOI PDF PDF URL |
| From Problem Landscapes to Language Landscapes: Questions in Genetic Improvement |
Brendan Cody-Kenny, Michael Fenton, and Michael O'Neill |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF |
| GI in No Time |
David R. White |
GI@GECCO (Workshop) |
2017 |
#SBSE |
DOI PDF PDF |
| Gaining Insights into Traffic Data through Genetic Improvement |
Aniko Ekart, Alina Patelli, Victoria Lush, and Elisabeth Ilie-Zudor |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF PDF URL |
| Genetic Improvement of Runtime in a Bioinformatics Application |
Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, Albert V. Smith, and Vilmundur Gudnason |
GI@GECCO (Workshop) |
2017 |
#SBSE |
DOI PDF |
| Improving SSE Parallel Code with Grow and Graft Genetic Programming |
William B. Langdon and Ronny Lorenz |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF PDF |
| Learning from Super-Mutants |
Jason Landsborough, Stephen Harding, and Sunny Fugate |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF |
| Modelling Genetic Improvement Landscapes with Local Optima Networks |
Nadarajen Veerapen, Fabio Daolio, and Gabriela Ochoa |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF |
| New Operators for Non-functional Genetic Improvement |
Justyna Petke |
GI@GECCO (Workshop) |
2017 |
|
DOI PDF |
| Genetic Improvement of GPU Software |
William B. Langdon, Brian Yee Hong Lam, Marc Modat, Justyna Petke, and Mark Harman |
GPEM (Journal) |
2017 |
#SBSE #survey |
DOI PDF VIDEO |
| Online Genetic Improvement on the java virtual machine with ECSELR |
Kwaku Yeboah-Antwi and Benoit Baudry |
GPEM (Journal) |
2017 |
#AI #SBSE |
DOI URL |
| Preface to the Special Issue on Genetic Improvement |
Justyna Petke |
GPEM (Journal) |
2017 |
|
DOI |
| Trading between quality and non-functional properties of median filter in embedded systems |
Zdenek Vasicek and Vojtech Mrazek |
GPEM (Journal) |
2017 |
|
DOI URL |
| BarraCUDA in the Cloud |
W. B. Langdon and Bob Davidson |
IEEE Software Blog (Web) |
2017 |
#GISMO |
PDF URL |
| Search-Based Energy Optimization of Some Ubiquitous Algorithms |
Alexander Edward Ian Brownlee, Nathan Burles, and Jerry Swan |
IEEE TETCI (Journal) |
2017 |
#SBSE |
DOI PDF |
| Some Remarks on Code Evolution with Genetic Programming |
Wolfgang Banzhaf |
Inspired by Nature: Essays Presented to Julian F. Miller on the Occasion of his 60th Birthday (Collection) |
2017 |
#ML #SBSE |
DOI |
| PyGGI: Python General framework for Genetic Improvement |
Gabin An, Jinhan Kim, Seongmin Lee, and Shin Yoo |
KSC (Conference) |
2017 |
#PyGGI |
PDF URL URL |
| Inferring Automatic Test Oracles |
William B. Langdon, Shin Yoo, and Mark Harman |
SBST (Conference) |
2017 |
#SBSE #testing |
DOI PDF URL |
| The Use of Automatic Test Data Generation for Genetic Improvement in a Live System |
Saemundur Oskar Haraldsson, John R. Woodward, and Alexander E. I. Brownlee |
SBST (Conference) |
2017 |
#APR #SBSE #testing |
DOI PDF PDF URL URL URL URL |
| Genetic Improvement Workshop at GECCO 2017 |
Brendan Cody-Kenny |
SIGEVOlution (Journal) |
2017 |
|
DOI PDF |
| Genetic Improvement in Code Interpreters and Compilers |
Oliver Krauss |
SPLASH (Conference) |
2017 |
|
DOI PDF URL |
| An Investigation into the Use of Mutation Analysis for Automated Program Repair |
Christopher Steven Timperley, Susan Stepney, and Claire Le Goues |
SSBSE (Conference) |
2017 |
#SBSE |
DOI PDF |
| MuSynth: Program Synthesis via Code Reuse and Code Manipulation |
Vineeth Kashyap, Rebecca Swords, Eric Schulte, and David Melski |
SSBSE (Conference) |
2017 |
#SBSE |
DOI |
| Optimising Darwinian Data Structures on Google Guava |
Michail Basios, Lingbo Li, Fan Wu, Leslie Kanthan, and Earl T. Barr |
SSBSE (Conference) |
2017 |
#SBSE |
DOI |
| Multi-objective code-smells detection using good and bad design examples |
Usman Mansoor, Marouane Kessentini, Bruce R. Maxim, and Kalyanmoy Deb |
Software Quality Journal (Journal) |
2017 |
#SBSE |
DOI |
| Computers will soon be able to fix themselves - are IT departments for the chop? |
Saemundur Haraldsson, Alexander Brownlee, and John R. Woodward |
The Conversation (Journal) |
2017 |
#APR |
URL |
| Facebook's evolutionary search for crashing software bugs |
Sebastian Anthony |
ars technica UK (Journal) |
2017 |
#APR #SBSE |
URL |
| Benchmarking BarraCUDA on Epigenetic DNA and nVidia Pascal GPUs |
W. B. Langdon |
(TechReport) |
2016 |
#SBSE |
DOI PDF |
| Multi-Dimensional Analysis of Software Power Consumptions in Multi-Core Architectures |
Maxime Colmant |
(PhdThesis) |
2016 |
#ML #SBSE |
PDF URL |
| The Genetic Improvement Fitness Landscape |
William B. Langdon |
(TechReport) |
2016 |
#SBSE |
PDF |
| An Uncrewed Aerial Vehicle Attack Scenario and Trustworthy Repair Architecture |
Kate Highnam, Kevin Angstadt, Kevin Leach, Westley Weimer, Aaron Paulos, and Patrick Hurley |
2016 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop (DSN-W) (Conference) |
2016 |
#APR |
DOI PDF |
| A Capable Crossover Technique on Automatic Program Repair |
Ryotaro Kou, Yoshiki Higo, and Shinji Kusumoto |
2016 7th International Workshop on Empirical Software Engineering in Practice (IWESEP) (Conference) |
2016 |
#APR |
DOI |
| McVerSi: A Test Generation Framework for Fast Memory Consistency Verification in Simulation |
Marco Elver and Vijay Nagarajan |
22nd IEEE Symposium on High Performance Computer Architecture, HPCA 2016 (Conference) |
2016 |
#SBSE #testing |
DOI URL |
| Automatic Synthesis of Code Using Genetic Programming |
Doron Peled |
7th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, ISoLA 2016 (Conference) |
2016 |
|
DOI |
| Automatically scheduling halide image processing pipelines |
Ravi Teja Mullapudi, Andrew Adams, Dillon Sharlet, Jonathan Ragan-Kelley, and Kayvon Fatahalian |
ACM Transactions on Graphics (Journal) |
2016 |
#SBSE |
DOI URL |
| Toward Developer-like Automated Program Repair: Modification Comparisons between GenProg and Developers |
Hiroki Nakajima, Yoshiki Higo, Haruki Yokoyama, and Shinji Kusumoto |
APSEC (Conference) |
2016 |
#APR |
DOI |
| Automated program repair using genetic programming and model checking |
Zahra Zojaji, Behrouz Tork Ladani, and Alireza Khalilian |
Applied Intelligence (Journal) |
2016 |
#APR |
DOI |
| Trusted Software Repair for System Resiliency |
Westley Weimer, Stephanie Forrest, Miryung Kim, Claire Le Goues, and Patrick Hurley |
DSN Workshops (Workshop) |
2016 |
#APR #SBSE |
DOI |
| Towards Automated Strategies in Satisfiability Modulo Theory |
Nicolas Galvez Ramirez, Youssef Hamadi, Eric Monfroy, and Frederic Saubion |
EuroGP (Conference) |
2016 |
#SBSE |
DOI |
| Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming |
John R. Woodward, Colin G. Johnson, and Alexander E. I. Brownlee |
GECCO-comp (Conference) |
2016 |
|
DOI PDF URL |
| Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming |
Lukas Sekanina and Vlastimil Kapusta |
GECCO-comp (Conference) |
2016 |
|
DOI |
| Automatic Improvement of Apache Spark Queries using Semantics-preserving Program Reduction |
Zoltan A. Kocsis, John H. Drake, Douglas Carson, and Jerry Swan |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF |
| Benchmarking Genetically Improved BarraCUDA on Epigenetic Methylation NGS datasets and nVidia GPUs |
William B. Langdon, Albert Vilella, Brian Yee Hong Lam, Justyna Petke, and Mark Harman |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF PDF |
| Evals is not enough: why we should report wall-clock time |
John Woodward, Alexander Brownlee, and Colin Johnson |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF |
| Evolutionary optimization of compiler flag selection by learning and exploiting flags interactions |
Unai Garciarena and Roberto Santana |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF |
| GP vs GI: if you can't beat them, join them |
John Woodward, Colin Johnson, and Alexander Brownlee |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF |
| Genetic Improvement 2016 Chairs' Welcome and Organization |
Westley Weimer, Justyna Petke, and David R. White |
GI@GECCO (Workshop) |
2016 |
|
DOI |
| Genetic Improvement for Code Obfuscation |
Justyna Petke |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF |
| Genetic Programming: From design to improved implementation |
Victor R. Lopez-Lopez, Leonardo Trujillo, Pierrick Legrand, and Gustavo Olague |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF |
| Guiding Unconstrained Genetic Improvement |
David White |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF |
| Optimising Energy Consumption Heuristically on Android Mobile Phones |
Mahmoud Bokhari and Markus Wagner |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF PDF |
| Speeding up the proof strategy in formal software verification |
Markus Wagner |
GI@GECCO (Workshop) |
2016 |
#SBSE |
DOI PDF PDF |
| Angelix: Scalable Multiline Program Patch Synthesis via Symbolic Analysis |
Sergey Mechtaev, Jooyong Yi, and Abhik Roychoudhury |
ICSE (Conference) |
2016 |
#APR |
DOI PDF |
| Enhancing Automated Program Repair with Deductive Verification |
Xuan-Bach D. Le, Quang Loc Le, David Lo, and Claire Le Goues |
ICSM (Conference) |
2016 |
#APR #SBSE |
DOI URL |
| Genetic Improvement |
William B. Langdon and Justyna Petke |
IEEE Software Blog (Web) |
2016 |
#GISMO |
PDF URL |
| Genetic Improvement: A Key Challenge for Evolutionary Computation |
William B. Langdon and Gabriela Ochoa |
Key Challenges and Future Directions of Evolutionary Computation (Conference) |
2016 |
|
DOI PDF |
| Automatically Evading Classifiers: A Case Study on PDF Malware Classifiers |
Weilin Xu, Yanjun Qi, and David Evans |
NDSS (Conference) |
2016 |
|
PDF URL URL |
| A General-Purpose Framework for Genetic Improvement |
Francesco Marino, Giovanni Squillero, and Alberto Tonda |
PPSN (Conference) |
2016 |
#SBSE |
DOI |
| Optimising Quantisation Noise in Energy Measurement |
William B. Langdon, Justyna Petke, and Bobby R. Bruce |
PPSN (Conference) |
2016 |
#AI #SBSE |
DOI PDF |
| Fitness Landscape of the Triangle Program |
William B. Langdon and Mark Harman |
PPSN-2016 Workshop on Landscape-Aware Heuristic Search (Conference) |
2016 |
#SBSE #testing |
PDF URL |
| Anti-patterns in Search-based Program Repair |
Shin Hwei Tan, Hiroaki Yoshida, Mukul R. Prasad, and Abhik Roychoudhury |
Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, FSE 2016 (Conference) |
2016 |
#APR |
DOI PDF |
| Haskell in Green Land: Analyzing the Energy Behavior of a Purely Functional Language |
Luis Gabriel Lima, Francisco Soares-Neto, Paulo Lieuthier, Fernando Castor, Gilberto Melfe, and Joao Paulo Fernandes |
SANER (Conference) |
2016 |
|
DOI PDF |
| A Report on the Genetic Improvement Workshop@GECCO 2016 |
Bobby Bruce |
SIGEVOlution (Journal) |
2016 |
|
DOI PDF |
| API-Constrained Genetic Improvement |
William B. Langdon, David R. White, Mark Harman, Yue Jia, and Justyna Petke |
SSBSE (Conference) |
2016 |
#SBSE |
DOI PDF |
| Amortised Deep Parameter Optimisation of GPGPU Work Group Size for OpenCV |
Jeongju Sohn, Seongmin Lee, and Shin Yoo |
SSBSE (Conference) |
2016 |
#SBSE |
DOI URL |
| Deep Parameter Optimisation for Face Detection Using the Viola-Jones Algorithm in OpenCV |
Bobby R. Bruce, Jonathan M. Aitken, and Justyna Petke |
SSBSE (Conference) |
2016 |
#SBSE |
DOI |
| Field Report: Applying Monte Carlo Tree Search for Program Synthesis |
Jin-Suk Lim and Shin Yoo |
SSBSE (Conference) |
2016 |
|
DOI URL |
| HOMI: Searching Higher Order Mutants For Software Improvement |
Fan Wu, Mark Harman, Yue Jia, and Jens Krinke |
SSBSE (Conference) |
2016 |
#SBSE |
DOI |
| Improved crossover operators for genetic programming for program repair |
Vinicius Paulo L. Oliveira, Eduardo F. D. Souza, Claire Le Goues, and Celso G. Camilo-Junior |
SSBSE (Conference) |
2016 |
#APR #SBSE |
DOI PDF |
| Genetic Improvement for Approximate Computing |
Lukas Sekanina and Zdenek Vasicek |
WAPCO (Workshop) |
2016 |
|
PDF |
| An automated approach to program repair with semantic code search |
Yalin Ke |
|
2015 |
#APR #SBSE |
URL URL |
| Automatic Software Repair: a Bibliography |
Martin Monperrus |
(TechReport) |
2015 |
#APR #survey |
PDF URL |
| Genetic Programming Bias with Software Performance Analysis |
Brendan Cody-Kenny |
(PhdThesis) |
2015 |
#SBSE |
PDF URL |
| Genetically Improved BarraCUDA |
W. B. Langdon and Brian Yee Hong Lam |
(TechReport) |
2015 |
|
PDF PDF URL |
| Microarchitectural Optimization by Means of Reconfigurable and Evolvable Cache Mappings |
Nam Ho, Abdullah Fathi Ahmed, Paul Kaufmann, and Marco Platzner |
2015 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) (Conference) |
2015 |
|
DOI |
| Experience report: How do techniques, programs, and tests impact automated program repair? |
Xianglong Kong, Lingming Zhang, W. Eric Wong, and Bixin Li |
26th IEEE International Symposium on Software Reliability Engineering (ISSRE) (Conference) |
2015 |
#APR #SBSE |
DOI |
| Should fixing these failures be delegated to automated program repair? |
Xuan-Bach D. Le, Tien-Duy B. Le, and David Lo |
26th IEEE International Symposium on Software Reliability Engineering (ISSRE) (Conference) |
2015 |
#APR #SBSE |
DOI |
| Repairing Programs with Semantic Code Search |
Yalin Ke, Kathryn T. Stolee, Claire Le Goues, and Yuriy Brun |
30th IEEE/ACM International Conference on Automated Software Engineering (ASE 2015) (Conference) |
2015 |
#APR #SBSE |
DOI PDF |
| PolyMage: Automatic Optimization for Image Processing Pipelines |
Ravi Teja Mullapudi, Vinay Vasista, and Uday Bondhugula |
ACM SIGPLAN Notices (Journal) |
2015 |
#SBSE |
DOI |
| GPU Performance and Power Tuning Using Regression Trees |
Wenhao Jia, Elba Garza, Kelly A. Shaw, and Margaret Martonosi |
ACM TACO (Journal) |
2015 |
#SBSE |
DOI |
| Automatic Repair of Real Bugs: An Experience Report on the Defects4J Dataset |
Thomas Durieux, Matias Martinez, Martin Monperrus, Romain Sommerard, and Jifeng Xuan |
ArXiV (Archive) |
2015 |
#APR #SBSE |
PDF URL |
| Performance of Genetic Programming Optimised Bowtie2 on Genome Comparison and Analytic Testing (GCAT) Benchmarks |
W. B. Langdon |
BioData Mining (Journal) |
2015 |
#testing |
DOI PDF |
| Software is Not Fragile |
William B. Langdon and Justyna Petke |
Complex Systems Digital Campus E-conference, CS-DC'15 (Conference) |
2015 |
#SBSE |
DOI PDF URL URL |
| Revolutionising the process of software development |
Justyna Petke |
DAASE project blog (Web) |
2015 |
|
URL |
| App Store Mining and Analysis |
Afnan Al-Subaihin, Anthony Finkelstein, Mark Harman, Yue Jia, William Martin, Federica Sarro, and Yuanyuan Zhang |
DeMobile (Workshop) |
2015 |
|
PDF |
| Is the Cure Worse Than the Disease? Overfitting in Automated Program Repair |
Edward K. Smith, Earl T. Barr, Claire Le Goues, and Yuriy Brun |
ESEC/FSE (Conference) |
2015 |
#APR #SBSE |
DOI PDF |
| Deep Parameter Optimisation |
Fan Wu, Westley Weimer, Mark Harman, Yue Jia, and Jens Krinke |
GECCO (Conference) |
2015 |
#SBSE |
DOI PDF URL |
| Improving CUDA DNA Analysis Software with Genetic Programming |
William B. Langdon, Brian Yee Hong Lam, Justyna Petke, and Mark Harman |
GECCO (Conference) |
2015 |
#AI #SBSE #testing |
DOI PDF |
| Reducing Energy Consumption Using Genetic Improvement |
Bobby R. Bruce, Justyna Petke, and Mark Harman |
GECCO (Conference) |
2015 |
#SBSE |
DOI PDF |
| Embedded Dynamic Improvement |
Nathan Burles, Jerry Swan, Edward Bowles, Alexander E. I. Brownlee, Zoltan A. Kocsis, and Nadarajen Veerapen |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Embedding Adaptivity in Software Systems using the ECSELR framework |
Kwaku Yeboah-Antwi and Benoit Baudry |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF PDF |
| Energy Optimisation via Genetic Improvement A SBSE technique for a new era in Software Development |
Bobby R. Bruce |
GI@GECCO (Workshop) |
2015 |
#SBSE |
DOI PDF |
| Evolutionary Approximation of Software for Embedded Systems: Median Function |
Vojtech Mrazek, Zdenek Vasicek, and Lukas Sekanina |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Fitness as Task-relevant Information Accumulation |
Colin G. Johnson and John R. Woodward |
GI@GECCO (Workshop) |
2015 |
#SBSE |
DOI PDF |
| GI4GI: Improving Genetic Improvement Fitness Functions |
Mark Harman and Justyna Petke |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Genetic Improvement 2015 Chairs' Welcome |
William B. Langdon, Justyna Petke, and David R. White |
GI@GECCO (Workshop) |
2015 |
|
PDF URL |
| Genetic Improvement for Software Product Lines: An Overview and a Roadmap |
Roberto E. Lopez-Herrejon, Lukas Linsbauer, Wesley K. G. Assuncao, Stefan Fischer, Silvia R. Vergilio, and Alexander Egyed |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Genetic Improvement of Energy Usage is only as Reliable as the Measurements are Accurate |
Saemundur O. Haraldsson and John R. Woodward |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Genetic Improvement using Higher Order Mutation |
Yue Jia, Fan Wu, Mark Harman, and Jens Krinke |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Grow and Graft a better CUDA pknotsRG for RNA pseudoknot free energy calculation |
William B. Langdon and Mark Harman |
GI@GECCO (Workshop) |
2015 |
#AI #SBSE |
DOI PDF PDF |
| Removing the Kitchen Sink from Software |
Jason Landsborough, Stephen Harding, and Sunny Fugate |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Repairing COTS Router Firmware without Access to Source Code or Test Suites: A Case Study in Evolutionary Software Repair |
Eric Schulte, Westley Weimer, and Stephanie Forrest |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Rethinking Genetic Improvement Programming |
David R. White and Jeremy Singer |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| locoGP: Improving Performance by Genetic Programming Java Source Code |
Brendan Cody-Kenny, Edgar Galvan Lopez, and Stephen Barrett |
GI@GECCO (Workshop) |
2015 |
|
DOI PDF |
| Genetically Improved Software |
William B. Langdon |
Handbook of Genetic Programming Applications (Collection) |
2015 |
#AI #GISMO #SBSE |
DOI PDF |
| relifix: Automated Repair of Software Regressions |
Shin Hwei Tan and Abhik Roychoudhury |
ICSE (Conference) |
2015 |
#APR #SBSE |
DOI PDF |
| Achievements, Open Problems and Challenges for Search Based Software Testing |
Mark Harman, Yue Jia, and Yuanyuan Zhang |
ICST (Conference) |
2015 |
#SBSE #testing |
DOI PDF |
| Optimising Existing Software with Genetic Programming |
William B. Langdon and Mark Harman |
IEEE TEVC (Journal) |
2015 |
#SBSE |
DOI PDF PDF VIDEO URL |
| An Analysis of Patch Plausibility and Correctness for Generate-and-validate Patch Generation Systems |
Zichao Qi, Fan Long, Sara Achour, and Martin Rinard |
ISSTA (Conference) |
2015 |
#APR #SBSE |
DOI |
| Automated Software Transplantation |
Earl T. Barr, Mark Harman, Yue Jia, Alexandru Marginean, and Justyna Petke |
ISSTA (Conference) |
2015 |
|
DOI PDF URL URL |
| A Novel Approach to Generating Test Cases with Genetic Programming |
Saso Karakatic and Tina Schweighofer |
Proceedings of the 10th International Conference on Knowledge Management in Organizations, KMO 2015 (Conference) |
2015 |
#APR #testing |
DOI |
| Making Lock-free Data Structures Verifiable with Artificial Transactions |
Xinhao Yuan, David Williams-King, Junfeng Yang, and Simha Sethumadhavan |
Proceedings of the 8th Workshop on Programming Languages and Operating Systems, PLOS 2015 (Conference) |
2015 |
|
DOI |
| SASS: Self-adaptation using stochastic search |
Zack Coker, David Garlan, and Claire Le Goues |
SEAMS (Conference) |
2015 |
#SBSE |
DOI PDF |
| Amortised Optimisation of Non-functional Properties in Production Environments |
Shin Yoo |
SSBSE (Conference) |
2015 |
#SBSE |
DOI URL |
| Automated Transplantation of Call Graph and Layout Features into Kate |
Alexandru Marginean, Earl T. Barr, Mark Harman, and Yue Jia |
SSBSE (Conference) |
2015 |
#SBSE |
DOI PDF URL |
| Genetic Improvement of Software for Multiple Objectives |
W. B. Langdon |
SSBSE (Conference) |
2015 |
#GISMO |
DOI PDF |
| Grow and Serve: Growing Django Citation Services Using SBSE |
Yue Jia, Mark Harman, William B. Langdon, and Alexandru Marginean |
SSBSE (Conference) |
2015 |
#SBSE |
DOI PDF |
| Object-Oriented Genetic Improvement for Improved Energy Consumption in Google Guava |
Nathan Burles, Edward Bowles, Alexander E. I. Brownlee, Zoltan A. Kocsis, Jerry Swan, and Nadarajen Veerapen |
SSBSE (Conference) |
2015 |
#SBSE |
DOI PDF URL |
| Specialising Guava's Cache to Reduce Energy Consumption |
Nathan Burles, Edward Bowles, Bobby R. Bruce, and Komsan Srivisut |
SSBSE (Conference) |
2015 |
#SBSE |
DOI PDF |
| How computers are learning to make human software work more efficiently |
John R. Woodward, Justyna Petke, and William Langdon |
The Conversation (Journal) |
2015 |
|
URL |
| Automated Bug Fixing: An Interview with Westley Weimer, Department of Computer Science, University of Virginia and Martin Monperrus, University of Lille and INRIA, Lille, France |
Walter Tichy |
Ubiquity (Journal) |
2015 |
#APR |
DOI |
| Code 'transplant' could revolutionise programming |
James Temperton |
Wired.co.uk (Journal) |
2015 |
|
URL |
| ASTOR: Evolutionary Automatic Software Repair for Java |
Matias Martinez and Martin Monperrus |
(TechReport) |
2014 |
#APR #SBSE |
PDF PDF URL URL URL |
| Automating Program Verification and Repair Using Invariant Analysis and Test-input Generation |
ThanhVu Nguyen |
(PhdThesis) |
2014 |
#APR |
PDF URL |
| Gen-O-Fix: An embeddable framework for Dynamic Adaptive Genetic Improvement Programming |
Jerry Swan, Michael G. Epitropakis, and John R. Woodward |
(TechReport) |
2014 |
|
PDF PDF URL URL URL |
| Genetically Improved CUDA kernels for StereoCamera |
W. B. Langdon and M. Harman |
(TechReport) |
2014 |
#GISMO #SBSE |
PDF |
| Leveraging Light-Weight Analyses to Aid Software Maintenance |
Zachary P. Fry |
(PhdThesis) |
2014 |
|
DOI PDF |
| Neutral Networks of Real-World Programs and their Application to Automated Software Evolution |
Eric Schulte |
(PhdThesis) |
2014 |
|
PDF URL URL |
| Quality Assurance for Self-Adaptive, Self-Organising Systems (Message from the Workshop Organisers) |
Benedikt Eberhardinger, Wolfgang Reif, Franz Wotawa, and Tom Holvoet |
2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops (Conference) |
2014 |
|
DOI |
| Post-compiler Software Optimization for Reducing Energy |
Eric Schulte, Jonathan Dorn, Stephen Harding, Stephanie Forrest, and Westley Weimer |
ASPLOS (Conference) |
2014 |
|
DOI PDF |
| Genetic programming for smart phone personalisation |
Philip Valencia, Aiden Haak, Alban Cotillon, and Raja Jurdak |
Applied Soft Computing (Journal) |
2014 |
|
DOI URL |
| The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation |
Doina Bucur, Giovanni Iacca, Giovanni Squillero, and Alberto Tonda |
Applied Soft Computing (Journal) |
2014 |
|
DOI URL |
| Genetic Programming for Smart Phone Personalisation |
Philip Valencia, Aiden Haak, Alban Cotillon, and Raja Jurdak |
ArXiV (Archive) |
2014 |
|
PDF PDF URL |
| Automatic Design of Noncryptographic Hash Functions using Genetic Programming |
Cesar Estebanez, Yago Saez, Gustavo Recio, and Pedro Isasi |
Computational Intelligence (Journal) |
2014 |
|
DOI |
| Discussion on Automatic Fault Localisation and Repair |
Bradley Alexander |
Computational Intelligence for Software Engineering (Collection) |
2014 |
#APR |
PDF |
| Automated design of algorithms and genetic improvement: contrast and commonalities |
Saemundur O. Haraldsson and John R. Woodward |
ECADA@GECCO (Workshop) |
2014 |
#SBSE |
DOI |
| Genetically Improved CUDA C++ Software |
William B. Langdon and Mark Harman |
EuroGP (Conference) |
2014 |
|
DOI PDF VIDEO VIDEO |
| Using Genetic Improvement and Code Transplants to Specialise a C++ Program to a Problem Class |
Justyna Petke, Mark Harman, William B. Langdon, and Westley Weimer |
EuroGP (Conference) |
2014 |
#SBSE |
DOI PDF |
| The Plastic Surgery Hypothesis |
Earl T. Barr, Yuriy Brun, Premkumar Devanbu, Mark Harman, and Federica Sarro |
FSE (Conference) |
2014 |
#APR #SBSE |
PDF |
| Improving 3D Medical Image Registration CUDA Software with Genetic Programming |
William B. Langdon, Marc Modat, Justyna Petke, and Mark Harman |
GECCO (Conference) |
2014 |
#AI #SBSE |
DOI PDF |
| Improving Source Code with Genetic Programming |
William B. Langdon and Mark Harman |
GECCO 2014 Hot of the Press (Conference) |
2014 |
#GISMO #SBSE |
PDF |
| Software mutational robustness |
Eric Schulte, Zachary P. Fry, Ethan Fast, Westley Weimer, and Stephanie Forrest |
GPEM (Journal) |
2014 |
#SBSE #testing |
DOI URL |
| CRYSEED: An Automatic 8-bit Cryptographic Algorithm Developed with Genetic Programming |
Rodrigo S. Semente, Andres O. Salazar, and Felipe D. M. Oliveira |
I2MTC (Conference) |
2014 |
|
DOI |
| A Critical Review of "Automatic Patch Generation Learned from Human-written Patches": Essay on the Problem Statement and the Evaluation of Automatic Software Repair |
Martin Monperrus |
ICSE (Conference) |
2014 |
|
DOI |
| The Strength of Random Search on Automated Program Repair |
Yuhua Qi, Xiaoguang Mao, Yan Lei, Ziying Dai, and Chengsong Wang |
ICSE (Conference) |
2014 |
#APR #SBSE |
DOI |
| Do the Fix Ingredients Already Exist? An Empirical Inquiry into the Redundancy Assumptions of Program Repair Approaches |
Matias Martinez, Westley Weimer, and Martin Monperrus |
ICSE-comp (Conference) |
2014 |
#APR #SBSE |
DOI PDF URL |
| Tailored Source Code Transformations to Synthesize Computationally Diverse Program Variants |
Benoit Baudry, Simon Allier, and Martin Monperrus |
ISSTA (Conference) |
2014 |
#SBSE |
DOI URL |
| A methodology to automatically optimize dynamic memory managers applying grammatical evolution |
Jose L. Risco-Martin, J. Manuel Colmenar, J. Ignacio Hidalgo, Juan Lanchares, and Josefa Diaz |
Journal of Systems and Software (Journal) |
2014 |
#SBSE |
DOI URL |
| Genetic Improvement for Adaptive Software Engineering |
Mark Harman, Yue Jia, William B. Langdon, Justyna Petke, Iman Hemati Moghadam, Shin Yoo, and Fan Wu |
SEAMS (Conference) |
2014 |
#AI #ML #SBSE |
DOI PDF |
| Java evolutionary framework based on genetic programming |
Jan Karasek, Radim Burget, Malay Kishore Dutta, and Anushikha Singh |
SPIN (Conference) |
2014 |
|
DOI |
| Search based software engineering for software product line engineering: a survey and directions for future work |
Mark Harman, Yue Jia, Jens Krinke, W. B. Langdon, Justyna Petke, and Yuanyuan Zhang |
SPLC (Conference) |
2014 |
#SBSE #survey |
DOI PDF |
| Babel Pidgin: SBSE Can Grow and Graft Entirely New Functionality into a Real World System |
Mark Harman, Yue Jia, and William B. Langdon |
SSBSE (Conference) |
2014 |
#GISMO #SBSE |
DOI PDF URL |
| Repairing and Optimizing Hadoop hashCode Implementations |
Zoltan A. Kocsis, Geoff Neumann, Jerry Swan, Michael G. Epitropakis, Alexander E. I. Brownlee, Saemundur O. Haraldsson, and Edward Bowles |
SSBSE (Conference) |
2014 |
#SBSE |
DOI URL |
| Genetic Improvement of Programs |
William B. Langdon |
SYNASC (Conference) |
2014 |
#SBSE |
DOI PDF PDF URL |
| Asymptotic Genetic Improvement Programming via Type Functors and Catamorphisms |
Zoltan A. Kocsis and Jerry Swan |
Semantic Methods in Genetic Programming (Conference) |
2014 |
|
PDF |
| Automatic Program Repair Using Genetic Programming |
Claire Le Goues |
(PhdThesis) |
2013 |
#APR #SBSE |
DOI PDF |
| Evolution vs. Intelligent Design in Program Patching |
Yuriy Brun, Earl Barr, Ming Xiao, Claire Le Goues, and P. Devanbu |
(TechReport) |
2013 |
#APR #SBSE |
PDF |
| Synthesizing Round Based Fault-Tolerant Programs using Genetic Programming |
Ling Zhu and Sandeep Kulkarni |
(TechReport) |
2013 |
#APR #SBSE |
URL URL |
| Using Genetic Programming to Model Software |
W. B. Langdon and M. Harman |
(TechReport) |
2013 |
#GISMO #SBSE |
PDF PDF URL |
| Which is faster: Bowtie2GP $>$ Bowtie $>$ Bowtie2 $>$ BWA |
W. B. Langdon |
(TechReport) |
2013 |
#SBSE |
PDF PDF URL |
| Leveraging Program Equivalence for Adaptive Program Repair: Models and First Results |
Westley Weimer, Zachary P. Fry, and Stephanie Forrest |
28th IEEE/ACM International Conference on Automated Software Engineering (Conference) |
2013 |
#APR #SBSE #testing |
DOI PDF |
| The GISMOE Architecture |
Yue Jia, Mark Harman, and Bill Langdon |
2nd Chinese Search Based Software Engineering workshop (Conference) |
2013 |
#GISMO #SBSE |
PDF |
| Automated Repair of Binary and Assembly Programs for Cooperating Embedded Devices |
Eric Schulte, Jonathan DiLorenzo, Westley Weimer, and Stephanie Forrest |
ASPLOS (Conference) |
2013 |
#APR |
DOI PDF |
| Exploring automated software composition with genetic programming |
Erik M. Fredericks and Betty H. C. Cheng |
GECCO-comp (Conference) |
2013 |
#SBSE |
DOI |
| GPDL: a framework-independent problem definition language for grammar-guided genetic programming |
Gabriel Kronberger, Michael Kommenda, Stefan Wagner, and Heinz Dobler |
GECCO-comp (Conference) |
2013 |
|
DOI |
| Input-aware Auto-tuning for Directive-based GPU Programming |
Alberto Magni, Dominik Grewe, and Nick Johnson |
GPGPU (Workshop) |
2013 |
|
DOI |
| Does Genetic Programming Work Well on Automated Program Repair? |
Yuhua Qi, Xiaoguang Mao, Yan Lei, Ziying Dai, and Chengsong Wang |
ICCIS (Conference) |
2013 |
#APR #SBSE |
DOI |
| Automatic Patch Generation Learned from Human-Written Patches |
Dongsun Kim, Jaechang Nam, Jaewoo Song, and Sunghun Kim |
ICSE (Conference) |
2013 |
#APR #SBSE |
DOI |
| SemFix: Program repair via semantic analysis |
Hoang Duong Thien Nguyen, Dawei Qi, Abhik Roychoudhury, and Satish Chandra |
ICSE (Conference) |
2013 |
#SBSE |
DOI URL |
| Efficient Automated Program Repair through Fault-Recorded Testing Prioritization |
Yuhua Qi, Xiaoguang Mao, and Yan Lei |
ICSM (Conference) |
2013 |
#APR #testing |
DOI PDF |
| Synthesizing Round Based Fault-Tolerant Programs Using Genetic Programming |
Ling Zhu and Sandeep Kulkarni |
Proceedings of the 15th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS 2013) (Conference) |
2013 |
#APR #SBSE |
DOI |
| Starchart: Hardware and software optimization using recursive partitioning regression trees |
Wenhao Jia, Kelly A. Shaw, and Margaret Martonosi |
Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques (Conference) |
2013 |
#SBSE |
DOI PDF |
| Halide: A Language and Compiler for Optimizing Parallelism, Locality, and Recomputation in Image Processing Pipelines |
Jonathan Ragan-Kelley, Connelly Barnes, Andrew Adams, Sylvain Paris, Fredo Durand, and Saman Amarasinghe |
Proceedings of the 34th ACM SIGPLAN Conference on Programming Language Design and Implementation (Conference) |
2013 |
|
DOI PDF |
| Synthesizing, Correcting and Improving Code, Using Model Checking-Based Genetic Programming |
Gal Katz and Doron Peled |
Proceedings of the 9th International Haifa Verification Conference (HVC 2013) (Conference) |
2013 |
#SBSE |
DOI |
| Advances in Automated Program Repair and a Call to Arms |
Westley Weimer |
SSBSE (Conference) |
2013 |
#APR #SBSE #survey |
DOI PDF |
| Applying Genetic Improvement to MiniSAT |
Justyna Petke, William B. Langdon, and Mark Harman |
SSBSE (Conference) |
2013 |
#GISMO #SBSE |
DOI PDF |
| The Emergence of Useful Bias in Self-focusing Genetic Programming for Software Optimisation |
Brendan Cody-Kenny and Stephen Barrett |
SSBSE (Conference) |
2013 |
#SBSE |
DOI |
| Current challenges in automatic software repair |
Claire Le Goues, Stephanie Forrest, and Westley Weimer |
Software Quality Journal (Journal) |
2013 |
#APR #SBSE |
DOI PDF URL |
| Genetic Programming for Reverse Engineering |
Mark Harman, William B. Langdon, and Westley Weimer |
WCRE (Conference) |
2013 |
#GISMO #SBSE |
DOI PDF VIDEO |
| Evolutionary Computing Driven Search Based Software Testing and Correction |
Joshua Lee Wilkerson |
(PhdThesis) |
2012 |
#APR #SBSE #testing |
PDF URL |
| Genetically Improving 50000 Lines of C++ |
William B. Langdon and Mark Harman |
(TechReport) |
2012 |
#SBSE |
PDF |
| Stargazer: Automated regression-based GPU design space exploration |
Wenhao Jia, Kelly A. Shaw, and Margaret Martonosi |
2012 IEEE International Symposium on Performance Analysis of Systems & Software (Conference) |
2012 |
#SBSE |
DOI PDF |
| Automated Web Service Composition Using Genetic Programming |
Liyuan Xiao, Carl K. Chang, Hen-I Yang, Kai-Shin Lu, and Hsin-yi Jiang |
36th Annual IEEE Computer Software and Applications Conference Workshops (COMPSACW 2012) (Conference) |
2012 |
#testing |
DOI |
| Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems |
Gabriel A. Archanjo and Fernando J. Von Zuben |
Advances in Software Engineering (Journal) |
2012 |
#SBSE |
DOI URL |
| Scaling Genetic Programming for Source Code Modification |
Brendan Cody-Kenny and Stephen Barrett |
ArXiV (Archive) |
2012 |
#SBSE |
PDF URL |
| Software Mutational Robustness: Bridging The Gap Between Mutation Testing and Evolutionary Biology |
Eric Schulte, Zachary P. Fry, Ethan Fast, Stephanie Forrest, and Westley Weimer |
ArXiV (Archive) |
2012 |
#SBSE #testing |
PDF URL |
| Android Genetic Programming Framework |
Alban Cotillon, Philip Valencia, and Raja Jurdak |
EuroGP (Conference) |
2012 |
|
DOI PDF |
| Multi-Objective Coevolutionary Automated Software Correction |
Josh L. Wilkerson, Daniel R. Tauritz, and James M. Bridges |
GECCO (Conference) |
2012 |
#APR #SBSE |
DOI |
| Representations and operators for improving evolutionary software repair |
Claire Le Goues, Westley Weimer, and Stephanie Forrest |
GECCO (Conference) |
2012 |
#AI #APR #SBSE #testing |
DOI PDF |
| Genetically Programmed Regression Linear Models for Non-Deterministic Estimates |
Guilherme Esmeraldo, Robson Feitosa, Dilza Esmeraldo, and Edna Barros |
Genetic Programming - New Approaches and Successful Applications (Collection) |
2012 |
|
DOI |
| A Systematic Study of Automated Program Repair: Fixing 55 out of 105 bugs for $8 Each |
Claire Le Goues, Michael Dewey-Vogt, Stephanie Forrest, and Westley Weimer |
ICSE (Conference) |
2012 |
#APR |
DOI PDF URL |
| GenProg: A Generic Method for Automatic Software Repair |
Claire Le Goues, ThanhVu Nguyen, Stephanie Forrest, and Westley Weimer |
IEEE TSE (Journal) |
2012 |
#APR #SBSE #testing |
DOI PDF |
| A Human Study of Patch Maintainability |
Zachary P. Fry, Bryan Landau, and Westley Weimer |
ISSTA (Conference) |
2012 |
#APR #SBSE |
DOI PDF |
| Genetic Improvement of Programs |
W. B. Langdon |
MENDEL (Conference) |
2012 |
#GISMO #SBSE |
PDF |
| The GISMOE challenge: Constructing the Pareto Program Surface Using Genetic Programming to Find Better Programs |
Mark Harman, William B. Langdon, Yue Jia, David R. White, Andrea Arcuri, and John A. Clark |
The 27th IEEE/ACM International Conference on Automated Software Engineering (ASE 12) (Conference) |
2012 |
#APR #SBSE |
DOI PDF |
| Design Defects Detection and Correction by Example |
Marouane Kessentini, Wael Kessentini, Houari Sahraoui, Mounir Boukadoum, and Ali Ouni |
19th IEEE International Conference on Program Comprehension (ICPC 2011) (Conference) |
2011 |
#APR #SBSE |
DOI |
| Towards an automatic design of non-cryptographic hash function |
Jan Karasek, Radim Burget, and Ondrej Morsky |
34th International Conference on Telecommunications and Signal Processing (TSP 2011) (Conference) |
2011 |
|
DOI |
| Genetic programming for shader simplification |
Pitchaya Sitthi-amorn, Nicholas Modly, Westley Weimer, and Jason Lawrence |
ACM Transactions on Graphics (Journal) |
2011 |
#SBSE |
DOI PDF PDF URL |
| Evolving patches for software repair |
Thomas Ackling, Bradley Alexander, and Ian Grunert |
GECCO (Conference) |
2011 |
#APR #SBSE |
DOI |
| Multi-objective optimization of dynamic memory managers using grammatical evolution |
J. Manuel Colmenar, Jose L. Risco-Martin, David Atienza, and J. Ignacio Hidalgo |
GECCO (Conference) |
2011 |
#SBSE |
DOI |
| Scalability of the coevolutionary automated software correction system |
Josh L. Wilkerson and Daniel R. Tauritz |
GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation (Conference) |
2011 |
#APR #SBSE |
DOI |
| Evolutionary Improvement of Programs |
David R. White, Andrea Arcuri, and John A. Clark |
IEEE TEVC (Journal) |
2011 |
#SBSE |
DOI PDF URL |
| Flight of the FINCH through the Java Wilderness |
Michael Orlov and Moshe Sipper |
IEEE TEVC (Journal) |
2011 |
|
DOI URL |
| Auto-tuning SkePU: A Multi-backend Skeleton Programming Framework for multi-GPU Systems |
Usman Dastgeer, Johan Enmyren, and Christoph W. Kessler |
Proceedings of the 4th International Workshop on Multicore Software Engineering, IWMSE-2011 (Conference) |
2011 |
|
DOI |
| Attribute Grammar Genetic Programming Algorithm for Automatic Code Parallelization |
Daniel Howard, Conor Ryan, and J. J. Collins |
Proceedings of the 5th International Conference on Convergence and Hybrid Information Technology, ICHIT 2011 (Conference) |
2011 |
#SBSE |
DOI |
| Automated Patching Techniques: The Fix Is In |
Mark Harman |
Communications of the ACM (Journal) |
2010 |
#APR #SBSE |
DOI |
| Automatic program repair with evolutionary computation |
Westley Weimer, Stephanie Forrest, Claire Le Goues, and ThanhVu Nguyen |
Communications of the ACM (Journal) |
2010 |
#APR #SBSE |
DOI PDF |
| Coevolutionary automated software correction |
Josh L. Wilkerson and Daniel Tauritz |
GECCO (Conference) |
2010 |
#AI #APR #SBSE #testing |
DOI |
| Designing better fitness functions for automated program repair |
Ethan Fast, Claire Le Goues, Stephanie Forrest, and Westley Weimer |
GECCO (Conference) |
2010 |
#APR #SBSE |
DOI PDF |
| Improving reliability of embedded systems through dynamic memory manager optimization using grammatical evolution |
J. Manuel Colmenar, Jose L. Risco-Martin, David Atienza, Oscar Garnica, J. Ignacio Hidalgo, and Juan Lanchares |
GECCO (Conference) |
2010 |
#SBSE |
DOI |
| FINCH: A System for Evolving Java (Bytecode) |
Michael Orlov and Moshe Sipper |
Genetic Programming Theory and Practice VIII (Collection) |
2010 |
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DOI PDF URL URL |
| Using Mutation to Automatically Suggest Fixes for Faulty Programs |
Vidroha Debroy and W. Eric Wong |
ICST (Conference) |
2010 |
#APR #SBSE #testing |
DOI |
| A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems |
Jose L. Risco-Martin, David Atienza, J. Manuel Colmenar, and Oscar Garnica |
Parallel Computing (Journal) |
2010 |
#SBSE |
DOI URL |
| Why Haven't We Automated Programming |
Robert Balzer |
Proceedings of the FSE/SDP Workshop on Future of Software Engineering Research (Conference) |
2010 |
|
DOI |
| Multiplicity computing: a vision of software engineering for next-generation computing platform applications |
Cristian Cadar, Peter Pietzuch, and Alexander L. Wolf |
Proceedings of the FSE/SDP workshop on Future of software engineering research (Conference) |
2010 |
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DOI PDF |
| The case for software evolution |
Claire Le Goues, Stephanie Forrest, and Westley Weimer |
Proceedings of the FSE/SDP workshop on Future of software engineering research, FoSER'10 (Conference) |
2010 |
#APR #SBSE |
DOI PDF |
| Automated Program Repair through the Evolution of Assembly Code |
Eric Schulte, Stephanie Forrest, and Westley Weimer |
Proceedings of the IEEE/ACM International Conference on Automated Software Engineering (Conference) |
2010 |
#APR #SBSE |
DOI PDF |
| Parisian Approach Reducing Computational Effort to Improve SMT Performance by setting Resizable Caches |
Josefa Diaz, Francisco Fernandez de Vega, J. Ignacio Hidalgo, and Oscar Garnica |
Proceedings of the International Conference on Evolutionary Computation (ICEC 2010) (Conference) |
2010 |
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PDF |
| The Case for Evolvable Software |
Stephanie Forrest |
SPLASH (Conference) |
2010 |
|
DOI URL |
| Automatic Repair of Concurrency Bugs |
Jeremy S. Bradbury and Kevin Jalbert |
SSBSE (Conference) |
2010 |
#APR #SBSE |
PDF |
| EvoCaches: Application-specific Adaptation of Cache Mappings |
Paul Kaufmann, Christian Plessl, and Marco Platzner |
2009 NASA/ESA Conference on Adaptive Hardware and Systems (Conference) |
2009 |
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DOI |
| A genetic programming approach to automated software repair |
Stephanie Forrest, ThanhVu Nguyen, Westley Weimer, and Claire Le Goues |
GECCO (Conference) |
2009 |
#APR #testing |
DOI PDF URL |
| Improving SMT performance: an application of genetic algorithms to configure resizable caches |
Josefa Diaz, J. Ignacio Hidalgo, Francisco Fernandez, Oscar Garnica, and Sonia Lopez |
GECCO-comp (Conference) |
2009 |
|
DOI |
| Automatically Finding Patches Using Genetic Programming |
Westley Weimer, ThanhVu Nguyen, Claire Le Goues, and Stephanie Forrest |
ICSE (Conference) |
2009 |
#APR |
DOI PDF PDF URL |
| Using Execution Paths to Evolve Software Patches |
ThanhVu Nguyen, Westley Weimer, Claire Le Goues, and Stephanie Forrest |
ICST (Conference) |
2009 |
#APR #SBSE #testing |
DOI PDF |
| Correction of Logical Errors in C programs using Genetic Algorithm Techniques |
Prakash Murali, Atul Sandur, and Abhay Ashok Patil |
International Journal of Recent Trends in Engineering (IJRTE) (Journal) |
2009 |
#APR #SBSE |
PDF URL |
| Co-evolutionary automated software correction: a proof of concept |
Joshua Lee Wilkerson |
|
2008 |
#APR #SBSE |
PDF URL URL |
| Superblock scheduling using genetic programming for embedded systems |
Anjali Mahajan and M S Ali |
7th IEEE International Conference on Cognitive Informatics, ICCI 2008 (Conference) |
2008 |
|
DOI |
| Searching for resource-efficient programs: low-power pseudorandom number generators |
David R. White, John Clark, Jeremy Jacob, and Simon M. Poulding |
GECCO (Conference) |
2008 |
#SBSE |
DOI PDF PDF |
| Evolutionary Software Improvement for Instruction Set Meta-evolution |
Michael Orlov and Moshe Sipper |
WSSEC 2008 Workshop and Summer School on Evolutionary Computing (Conference) |
2008 |
|
PDF PDF |
| Evolving hash functions by means of genetic programming |
Cesar Estebanez, Julio Cesar Hernandez-Castro, Arturo Ribagorda, and Pedro Isasi |
GECCO (Conference) |
2006 |
|
DOI PDF |
| Finding State-of-the-Art Non-cryptographic Hashes with Genetic Programming |
Cesar Estebanez, Julio Cesar Hernandez-Castro, Arturo Ribagorda, and Pedro Isasi |
Parallel Problem Solving from Nature - PPSN IX (Conference) |
2006 |
|
DOI |
| GEVOSH: Using Grammatical Evolution to Generate Hashing Functions |
Patrick Berarducci, Demetrius Jordan, David Martin, and Jennifer Seitzer |
GECCO 2004 Workshop Proceedings (Conference) |
2004 |
|
PDF |
| GEVOSH: Using Grammatical Evolution to Generate Hashing Functions |
Patrick Berarducci, Demetrius Jordan, David Martin, and Jennifer Seitzer |
Proceedings of the Fifteenth Midwest Artificial Intelligence and Cognitive Sciences Conference, MAICS 2004 (Conference) |
2004 |
|
PDF |
| N-Version Genetic Programming: A Probabilistically Optimal Ensemble Approach |
Kosuke Imamura |
(PhdThesis) |
2002 |
|
URL URL |
| Paragen - The first results |
Conor Ryan and Laur Ivan |
EuroGP (Conference) |
2000 |
|
DOI |
| Evolutionary Techniques Applied to Hashing: An efficient data retrieval method |
Daniar Hussain and Steven Malliaris |
GECCO (Conference) |
2000 |
|
PDF URL |
| Automatic Re-engineering of Software Using Genetic Programming |
Conor Ryan |
(Book) |
1999 |
#SBSE |
URL |
| Automatic Parallelization of Arbitrary Programs |
Conor Ryan and Laur Ivan |
EuroGP (Conference) |
1999 |
|
DOI |
| Genetic Programming as an Explorative Tool in Early Software Development Phases |
Robert Feldt |
Proceedings of the 1st International Workshop on Soft Computing Applied to Software Engineering (Conference) |
1999 |
|
PDF PDF URL |
| Evolutionary Algorithms for Automatic Parallelization |
Kenneth Peter Williams |
(PhdThesis) |
1998 |
#SBSE |
URL URL |
| Generating Diverse Software Versions with Genetic Programming: an Experimental Study |
Robert Feldt |
IEE Proceedings - Software Engineering (Journal) |
1998 |
#SBSE #testing |
DOI |
| Genetic compilers: A new technique for automatic parallelisation |
Kenneth P. Williams and Shirley A. Williams |
2nd European School of Parallel Programming Environments (ESPPE'96) (Conference) |
1996 |
|
URL URL |
| Paragen: A Novel Technique for the Autoparallelisation of Sequential Programs using Genetic Programming |
Paul Walsh and Conor Ryan |
Genetic Programming 1996: Proceedings of the First Annual Conference (Conference) |
1996 |
#SBSE |
PDF URL |
| Automatic conversion of programs from serial to parallel using Genetic Programming - The Paragen System |
Paul Walsh and Conor Ryan |
Proceedings of ParCo'95 (Conference) |
1995 |
|
PDF URL URL |
| The Programmer's Apprentice |
Charles Rich and Richard C. Waters |
Computer (Journal) |
1988 |
|
DOI URL |
| A 15 Year Perspective on Automatic Programming |
Robert Balzer |
IEEE TSE (Journal) |
1985 |
|
DOI |