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Markus Wagner

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

110

Venues

30

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

110 indexed papers, newest first.

YearVenueTitleAuthors
2026GECCOGenetic Improvement: Taking real-world source code and improving it using computational search methods.Alexander Edward Ian Brownlee, Markus Wagner, John Robert Woodward
2026GECCOWhen Frequency Fitness Assignment Fails: Trapped States in Frequency-Guided Local Search.Jiazheng Zeng, Thomas Weise, Zhize Wu, Markus Wagner
2025APSECResilient Auto-Scaling of Microservice Architectures with Efficient Resource Management.Hussain Ahmad, Christoph Treude, Markus Wagner, Claudia Szabo
2025EMOCumulative Step Size Adaptation for Adaptive SEMO in Integer Space.Gnter Rudolph, Markus Wagner
2025SCAMStatic Analysis as a Feedback Loop: Enhancing LLM-Generated Code Beyond Correctness.Scott Blyth, Sherlock A. Licorish, Christoph Treude, Markus Wagner
2025SCAMOn the need to perform comprehensive evaluations of automated program repair benchmarks: Sorald case study.Sumudu Liyanage, Sherlock A. Licorish, Markus Wagner, Stephen G. MacDonell
2025VINCIDesign of a Machine Activity Visualisation Dashboard for Shopfloor Management.Annika Felbermayer, Christina Stoiber, Markus Wagner
2025VINCIVAILO: A Visual Analytics Dashboard for Identifying Tied-up Capital in Manufacturing.Stefanie Grbacher, Christina Stoiber, Laura Kainzbauer, Florian Grassinger, Stefan Rotter, Thomas Felberbauer, Markus Wagner
2024CECTowards Adaptation in Multiobjective Evolutionary Algorithms for Integer Problems.Gnter Rudolph, Markus Wagner
2024GECCOGenetic Improvement: Taking real-world source code and improving it using computational search methods.Alexander Edward Ian Brownlee, Saemundur O. Haraldsson, John Robert Woodward, Markus Wagner
2024GECCOSocialz: Multi-Feature Social Fuzz Testing.Francisco Zanartu, Christoph Treude, Markus Wagner
2024IJCCIGenerating Small Instances with Interesting Features for the Traveling Salesperson Problem.Tianyu Liang, Zhize Wu, Matthias Threr, Markus Wagner, Thomas Weise
2024ICSASmart HPA: A Resource-Efficient Horizontal Pod Auto-Scaler for Microservice Architectures.Hussain Ahmad, Christoph Treude, Markus Wagner, Claudia Szabo
2023GECCOELEA - Build your own Evolutionary Algorithm in your Browser.Markus Wagner, Erik Kohlros, Gerome Quantmeyer, Timo Ktzing
2023ICSECryptOpt: Automatic Optimization of Straightline Code.Joel Kuepper, David Wu, Andres Erbsen, Jason Gross, Owen Conoly, Chuyue Sun, Samuel Tian, Adam Chlipala, Chitchanok Chuengsatiansup, Daniel Genkin, Markus Wagner, Yuval Yarom
2023SCAMUsing the TypeScript compiler to fix erroneous Node.js snippets.Brittany Reid, Christoph Treude, Markus Wagner
2023VISSOFTProblems in Microservice Development: Supporting Visualisation.Oscar Manglaras, Alex Farkas, Peter Fule, Christoph Treude, Markus Wagner
2022GECCONeighbours similar fitness and the effectiveness of restarting local search.Aldeida Aleti, Mark Wallace, Markus Wagner
2022GECCOOpportunities for genetic improvement of cryptographic code.Chitchanok Chuengsatiansup, Markus Wagner, Yuval Yarom
2022GECCOCombining GIN and PMD for code improvements.Sherlock A. Licorish, Markus Wagner
2022GECCODissecting copy/delete/replace/swap mutations: insights from a GIN case study.Sherlock A. Licorish, Markus Wagner
2022GECCOOn the fitness landscapes of interdependency models in the travelling thief problem.Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lders, Peter Nielsen, Markus Wagner
2022GECCOFairness in generative modeling: do it unsupervised!Mariia Zameshina, Olivier Teytaud, Fabien Teytaud, Vlad Hosu, Nathanal Carraz Rakotonirina, Laurent Najman, Markus Wagner
2022SACRun-of-mine stockyard recovery scheduling and optimisation for multiple reclaimers.Hirad Assimi, Ben Koch, Chris Garcia, Markus Wagner, Frank Neumann
2021CCSRosita++: Automatic Higher-Order Leakage Elimination from Cryptographic Code.Madura A. Shelton, Lukasz Chmielewski, Niels Samwel, Markus Wagner, Lejla Batina, Yuval Yarom
2021GECCOOn the effectiveness of restarting local search.Aldeida Aleti, Mark Wallace, Markus Wagner
2021GECCONovelty particle swarm optimisation for truss optimisation problems.Hirad Assimi, Frank Neumann, Markus Wagner, Xiaodong Li
2021GECCOGenerating instances with performance differences for more than just two algorithms.Jakob Bossek, Markus Wagner
2021GECCOGenetic improvement: taking real-world source code and improving it using genetic programming.Smundur skar Haraldsson, Alexander E. I. Brownlee, John R. Woodward, Markus Wagner, Bradley Alexander
2021HCIPerceptions of Using Tracking and Tracing Systems in Work Environments.Christian Jandl, Florian Taurer, Martina Hartner-Tiefenthaler, Markus Wagner, Thomas Moser, Sebastian Schlund
2021NDSSRosita: Towards Automatic Elimination of Power-Analysis Leakage in Ciphers.Madura A. Shelton, Niels Samwel, Lejla Batina, Francesco Regazzoni, Markus Wagner, Yuval Yarom
2021SACModelling and optimization of run-of-mine stockpile recovery.Hirad Assimi, Ben Koch, Chris Garcia, Markus Wagner, Frank Neumann
2020GECCOAn annotated dataset of stack overflow post edits.Sebastian Baltes, Markus Wagner
2020GECCOGenetic improvement of software efficiency: the curse of fitness estimation.Mahmoud A. Bokhari, Markus Wagner, Brad Alexander
2020GECCOTowards rigorous validation of energy optimisation experiments.Mahmoud A. Bokhari, Brad Alexander, Markus Wagner
2020GECCOGenetic improvement: taking real-world source code and improving it using genetic programming.Smundur skar Haraldsson, John R. Woodward, Markus Wagner
2020GECCOOptimisation of large wave farms using a multi-strategy evolutionary framework.Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2020GECCOOptimising the fit of stack overflow code snippets into existing code.Brittany Reid, Christoph Treude, Markus Wagner
2020ICONIPThe Dynamic Travelling Thief Problem: Benchmarks and Performance of Evolutionary Algorithms.Ragav Sachdeva, Frank Neumann, Markus Wagner
2020PPSNHuman-Like Summaries from Heterogeneous and Time-Windowed Software Development Artefacts.Mahfouth Alghamdi, Christoph Treude, Markus Wagner
2020PPSNFitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations.Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
2020VRDesign and Evaluation of a Tool to Support Air Traffic Control with 2D and 3D Visualizations.Gernot Rottermanner, Victor Adriel de Jesus Oliveira, Patrik Lechner, Philipp Graf, Mylene Kreiger, Markus Wagner, Michael Iber, Carl-Herbert Rokitansky, Kurt Eschbacher, Volker Grantz, Volker Settgast, Peter Judmaier
2019AAAIAn Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search.Thomas Weise, Zijun Wu, Markus Wagner
2019CECMind the gap - a distributed framework for enabling energy optimisation on modern smart-phones in the presence of noise, drift, and statistical insignificance.Mahmoud A. Bokhari, Lujun Weng, Markus Wagner, Bradley Alexander
2019ETFASensiTrack - A Privacy by Design Concept for Industrial IoT Applications.Christian Jandl, Jamilya Nurgazina, Lucas Schffer, Christian Reichl, Markus Wagner, Thomas Moser
2019FOGAEvolving diverse TSP instances by means of novel and creative mutation operators.Jakob Bossek, Pascal Kerschke, Aneta Neumann, Markus Wagner, Frank Neumann, Heike Trautmann
2019GECCOToward human-like summaries generated from heterogeneous software artefacts.Mahfouth Alghamdi, Christoph Treude, Markus Wagner
2019GECCOThe quest for non-functional property optimisation in heterogeneous and fragmented ecosystems: a distributed approach.Mahmoud A. Bokhari, Markus Wagner, Brad Alexander
2019GECCOGin: genetic improvement research made easy.Alexander E. I. Brownlee, Justyna Petke, Brad Alexander, Earl T. Barr, Markus Wagner, David Robert White
2019GECCOA characterisation of S-box fitness landscapes in cryptography.Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner
2019GECCOA hybrid evolutionary algorithm framework for optimising power take off and placements of wave energy converters.Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2019GECCOEvolutionary diversity optimization using multi-objective indicators.Aneta Neumann, Wanru Gao, Markus Wagner, Frank Neumann
2019GECCOA survey of genetic improvement search spaces.Justyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner, David Robert White
2019GECCOKinder surprise's debut in discrete optimisation: a real-world toy problem that can be subadditive.Markus Wagner
2019ICONIPAdaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation.Mehdi Neshat, Ehsan Abbasnejad, Qinfeng Shi, Bradley Alexander, Markus Wagner
2019MSRPredicting good configurations for GitHub and stack overflow topic models.Christoph Treude, Markus Wagner
2018GECCOEscaping large deceptive basins of attraction with heavy-tailed mutation operators.Tobias Friedrich, Francesco Quinzan, Markus Wagner
2018GECCOSimple on-the-fly parameter selection mechanisms for two classical discrete black-box optimization benchmark problems.Carola Doerr, Markus Wagner
2018GECCOA detailed comparison of meta-heuristic methods for optimising wave energy converter placements.Mehdi Neshat, Bradley Alexander, Markus Wagner, Yuanzhong Xia
2018GECCODiscrepancy-based evolutionary diversity optimization.Aneta Neumann, Wanru Gao, Carola Doerr, Frank Neumann, Markus Wagner
2018GECCOEvolutionary computation plus dynamic programming for the bi-objective travelling thief problem.Junhua Wu, Sergey Polyakovskiy, Markus Wagner, Frank Neumann
2018GECCOA fitness landscape analysis of the travelling thief problem.Mohamed El Yafrani, Marcella S. R. Martins, Mehdi El Krari, Markus Wagner, Myriam Regattieri de Biase da Silva Delgado, Belad Ahiod, Ricardo Lders
2018MobiquitousIn-vivo and offline optimisation of energy use in the presence of small energy signals: A case study on a popular Android library.Mahmoud A. Bokhari, Bradley Alexander, Markus Wagner
2018MSRData-driven search-based software engineering.Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu
2018PPSNHeavy-Tailed Mutation Operators in Single-Objective Combinatorial Optimization.Tobias Friedrich, Andreas Gbel, Francesco Quinzan, Markus Wagner
2018PPSNSparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic Conditions.Ddac Rodrguez Arbons, Nataliia Y. Sergiienko, Boyin Ding, Oswin Krause, Christian Igel, Markus Wagner
2018PPSNSensitivity of Parameter Control Mechanisms with Respect to Their Initialization.Carola Doerr, Markus Wagner
2018PPSNWorkshops at PPSN 2018.Robin C. Purshouse, Christine Zarges, Sylvain Cussat-Blanc, Michael G. Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G. Lobo, Julian F. Miller, Pietro S. Oliveto, Mike Preuss, Giovanni Squillero, Alberto Paolo Tonda, Markus Wagner, Thomas Weise, Dennis Wilson, Borys Wrbel, Ales Zamuda
2017AAAIA Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search.Tobias Friedrich, Timo Ktzing, Markus Wagner
2017CECA modified indicator-based evolutionary algorithm (mIBEA).Wenwen Li, Ender zcan, Robert I. John, John H. Drake, Aneta Neumann, Markus Wagner
2017CECImproving local search in a minimum vertex cover solver for classes of networks.Markus Wagner, Tobias Friedrich, Marius Lindauer
2017GECCODeep parameter optimisation on Android smartphones for energy minimisation: a tale of woe and a proof-of-concept.Mahmoud A. Bokhari, Bobby R. Bruce, Bradley Alexander, Markus Wagner
2017GECCOTheoretical results on bet-and-run as an initialisation strategy.Andrei Lissovoi, Dirk Sudholt, Markus Wagner, Christine Zarges
2017GECCOMulti-objectiveness in the single-objective traveling thief problem.Mohamed El Yafrani, Shelvin Chand, Aneta Neumann, Belad Ahiod, Markus Wagner
2017ICISSPSequitur-based Inference and Analysis Framework for Malicious System Behavior.Robert Luh, Gregor Schramm, Markus Wagner, Sebastian Schrittwieser
2016CECConstrained evolutionary wind turbine placement with penalty functions.Daniel Lckehe, Markus Wagner, Oliver Kramer
2016GECCOOptimising Energy Consumption Heuristically on Android Mobile Phones.Mahmoud A. Bokhari, Markus Wagner
2016GECCOFast Heuristics for the Multiple Traveling Thieves Problem.Shelvin Chand, Markus Wagner
2016GECCOSpeeding up the Proof Strategy in Formal Software Verification.Markus Wagner
2016GECCOFast and Effective Optimisation of Arrays of Submerged Wave Energy Converters.Junhua Wu, Slava Shekh, Nataliia Y. Sergiienko, Benjamin S. Cazzolato, Boyin Ding, Frank Neumann, Markus Wagner
2016IVNative Cross-Platform Visualization: A Proof of Concept Based on the Unity3D Game Engine.Markus Wagner, Kerstin Blumenstein, Alexander Rind, Markus Seidl, Grischa Schmiedl, Tim Lammarsch, Wolfgang Aigner
2016PPSNFast and Effective Multi-objective Optimisation of Submerged Wave Energy Converters.Ddac Rodrguez Arbons, Boyin Ding, Nataliia Y. Sergiienko, Markus Wagner
2015GECCOImproving Test Coverage of Formal Verification Systems via Beam Search.Mahmoud A. Bokhari, Markus Wagner
2015GECCOApproximate Approaches to the Traveling Thief Problem.Hayden Faulkner, Sergey Polyakovskiy, Tom Schultz, Markus Wagner
2015GECCOOn Evolutionary Approaches to Wind Turbine Placement with Geo-Constraints.Daniel Lckehe, Markus Wagner, Oliver Kramer
2015SSBSEAn Improved Beam-Search for the Test Case Generation for Formal Verification Systems.Mahmoud A. Bokhari, Thorsten Bormer, Markus Wagner
2014CECSingle- and multi-objective genetic programming: New runtime results for sorting.Markus Wagner, Frank Neumann
2014CECMaximising axiomatization coverage and minimizing regression testing time.Markus Wagner
2014GECCOA comprehensive benchmark set and heuristics for the traveling thief problem.Sergey Polyakovskiy, Mohammad Reza Bonyadi, Markus Wagner, Zbigniew Michalewicz, Frank Neumann
2014PPSNParameter Prediction Based on Features of Evolved Instances for Ant Colony Optimization and the Traveling Salesperson Problem.Samadhi Nallaperuma, Markus Wagner, Frank Neumann
2014VizSecProblem characterization and abstraction for visual analytics in behavior-based malware pattern analysis.Markus Wagner, Wolfgang Aigner, Alexander Rind, Hermann Dornhackl, Konstantin Kadletz, Robert Luh, Paul Tavolato
2013CECEfficient parent selection for Approximation-Guided Evolutionary multi-objective optimization.Markus Wagner, Tobias Friedrich
2013FOGAA feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem.Samadhi Nallaperuma, Markus Wagner, Frank Neumann, Bernd Bischl, Olaf Mersmann, Heike Trautmann
2013FOGASingle- and multi-objective genetic programming: new bounds for weighted order and majority.Anh Nguyen, Tommaso Urli, Markus Wagner
2013GECCOA fast approximation-guided evolutionary multi-objective algorithm.Markus Wagner, Frank Neumann
2013GECCOAnt colony optimisation and the traveling salesperson problem: hardness, features and parameter settings.Samadhi Nallaperuma, Markus Wagner, Frank Neumann
2013GECCOFast and effective multi-objective optimisation of wind turbine placement.Raymond Tran, Junhua Wu, Christopher Denison, Thomas Ackling, Markus Wagner, Frank Neumann
2013TAPA Metric for Testing Program Verification Systems.Bernhard Beckert, Thorsten Bormer, Markus Wagner
2012CECOptimizing energy output and layout costs for large wind farms using particle swarm optimization.Kalyan Veeramachaneni, Markus Wagner, Una-May O'Reilly, Frank Neumann
2012CECAn adaptive data structure for evolutionary multi-objective algorithms with unbounded archives.Joseph Yuen, Sophia Gao, Markus Wagner, Frank Neumann
2012PPSNExperimental Supplements to the Computational Complexity Analysis of Genetic Programming for Problems Modelling Isolated Program Semantics.Tommaso Urli, Markus Wagner, Frank Neumann
2012PPSNParsimony Pressure versus Multi-objective Optimization for Variable Length Representations.Markus Wagner, Frank Neumann
2011FOGAFaster black-box algorithms through higher arity operators.Benjamin Doerr, Daniel Johannsen, Timo Ktzing, Per Kristian Lehre, Markus Wagner, Carola Winzen
2011FOGASimple max-min ant systems and the optimization of linear pseudo-boolean functions.Timo Ktzing, Frank Neumann, Dirk Sudholt, Markus Wagner
2011IJCAIApproximation-Guided Evolutionary Multi-Objective Optimization.Karl Bringmann, Tobias Friedrich, Frank Neumann, Markus Wagner
2009CECTowards an evolved lower bound for the most circular partition of a square.Claudia Obermaier, Markus Wagner
2009KIProbabilistic Models for the Verification of Human-Computer Interaction.Bernhard Beckert, Markus Wagner
2005BTWDie Dewey Dezimalklassifikation in XML-Datenbanksystemen.Markus Wagner
2004VRVRML Scene Graphs on an Interactive Ray Tracing Engine.Andreas Dietrich, Ingo Wald, Markus Wagner, Philipp Slusallek
2004VRColorplate: VRML Scene Graphs on an Interactive Ray Tracing Engine.Andreas Dietrich, Ingo Wald, Markus Wagner, Philipp Slusallek