| 2026 | EUROGP | A Hybrid LLM-Coevolution Framework to Generate Abusive Tax Strategies. | Joy Sera Bhattacharya, Erik Hemberg, Una-May O'Reilly |
| 2026 | GECCO | Discrete Self-Adaptation in Competitive Coevolution for Constrained Hardware. | Steven Jorgensen, Jennifer Fairhurst, Erik Hemberg, Una-May O'Reilly |
| 2026 | GECCO | Evolutionary Computation for Tax-Minimizing Strategies in Special Economic Zones. | Andres Leguizamon, Carlos David Sanchez, Sofia Ocampo, Una-May O'Reilly, Erik Hemberg |
| 2025 | FOGA | Runtime Bounds for a Coevolutionary Algorithm on Classes of Potential Games. | Mario Alejandro Hevia Fajardo, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly, Per Kristian Lehre |
| 2025 | GECCO | Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics. | Erik Hemberg, Stephen Moskal, Una-May O'Reilly, Eric Liu, Lucille Fuller |
| 2025 | GECCO | Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators. | Steven Jorgensen, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly |
| 2025 | NAACL | LLM-Supported Natural Language to Bash Translation. | Finnian Westenfelder, Erik Hemberg, Stephen Moskal, Una-May O'Reilly, Silviu Chiricescu |
| 2024 | GECCO | A Self-adaptive Coevolutionary Algorithm. | Mario Alejandro Hevia Fajardo, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly, Per Kristian Lehre |
| 2024 | GECCO | Cooperative Coevolutionary Spatial Topologies for Autoencoder Training. | Erik Hemberg, Una-May O'Reilly, Jamal Toutouh |
| 2024 | GECCO | Large Language Model-based Test Case Generation for GP Agents. | Steven Jorgensen, Giorgia Nadizar, Gloria Pietropolli, Luca Manzoni, Eric Medvet, Una-May O'Reilly, Erik Hemberg |
| 2024 | GECCO | Using Large Language Models for Evolutionary Search. | Una-May O'Reilly, Erik Hemberg |
| 2023 | GECCO | Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt. | Per Kristian Lehre, Mario Alejandro Hevia Fajardo, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly |
| 2023 | GECCO | Genetic Programming: A Tutorial Introduction. | Una-May O'Reilly, Erik Hemberg |
| 2023 | GECCO | Semi-Supervised Learning with Coevolutionary Generative Adversarial Networks. | Jamal Toutouh, Subhash Nalluru, Erik Hemberg, Una-May O'Reilly |
| 2023 | LAK | Investigating Student's Problem-solving Approaches in MOOCs using Natural Language Processing. | ByeongJo Kong, Erik Hemberg, Ana Bell, Una-May O'Reilly |
| 2022 | EUROGP | Exploiting Knowledge from Code to Guide Program Search. | Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly |
| 2022 | EUROGP | Synthesizing Programs from Program Pieces Using Genetic Programming and Refinement Type Checking. | Sabrina Tseng, Erik Hemberg, Una-May O'Reilly |
| 2022 | GECCO | Using domain knowledge in coevolution and reinforcement learning to simulate a logistics enterprise. | Ying Zhao, Erik Hemberg, Nate Derbinsky, Gabino Mata, Una-May O'Reilly |
| 2022 | GECCO | Coevolutionary generative adversarial networks for medical image augumentation at scale. | Diana Flores, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly |
| 2022 | GECCO | GUI-based, efficient genetic programming for Unity3D. | Robert Gold, Andrew Haydn Grant, Erik Hemberg, Chathika Gunaratne, Una-May O'Reilly |
| 2022 | GECCO | CyberEvo: evolutionary search of knowledge-based behaviors in a cyber attack campaign. | Stephen Moskal, Erik Hemberg, Una-May O'Reilly |
| 2022 | GECCO | Analyzing multi-agent reinforcement learning and coevolution in cybersecurity. | Matthew J. Turner, Erik Hemberg, Una-May O'Reilly |
| 2021 | EUROGP | Getting a Head Start on Program Synthesis with Genetic Programming. | Jordan Wick, Erik Hemberg, Una-May O'Reilly |
| 2021 | GECCO | Simulating a logistics enterprise using an asymmetrical wargame simulation with soar reinforcement learning and coevolutionary algorithms. | Ying Zhao, Erik Hemberg, Nate Derbinsky, Gabino Mata, Una-May O'Reilly |
| 2021 | GECCO | Genetic programming: a tutorial introduction. | Una-May O'Reilly, Erik Hemberg |
| 2021 | GECCO | Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. | Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf |
| 2021 | GECCO | Coevolutionary modeling of cyber attack patterns and mitigations using public datasets. | Michal Shlapentokh-Rothman, Jonathan Kelly, Avital Baral, Erik Hemberg, Una-May O'Reilly |
| 2020 | GECCO | Genetic programming: a tutorial introduction. | Una-May O'Reilly, Erik Hemberg |
| 2020 | GECCO | Securing the software defined perimeter with evolutionary co-optimization. | Michal Shlapentokh-Rothman, Erik Hemberg, Una-May O'Reilly |
| 2020 | GECCO | Re-purposing heterogeneous generative ensembles with evolutionary computation. | Jamal Toutouh, Erik Hemberg, Una-May O'Reilly |
| 2020 | PPSN | Analyzing the Components of Distributed Coevolutionary GAN Training. | Jamal Toutouh, Erik Hemberg, Una-May O'Reilly |
| 2019 | EUROGP | Improving Genetic Programming with Novel Exploration - Exploitation Control. | Jonathan Kelly, Erik Hemberg, Una-May O'Reilly |
| 2019 | GECCO | On domain knowledge and novelty to improve program synthesis performance with grammatical evolution. | Erik Hemberg, Jonathan Kelly, Una-May O'Reilly |
| 2019 | GECCO | On the use of context sensitive grammars in grammatical evolution for legal non-compliance detection. | Carl Im, Erik Hemberg |
| 2019 | GECCO | Introduction to genetic programming. | Una-May O'Reilly, Erik Hemberg |
| 2019 | GECCO | Spatial evolutionary generative adversarial networks. | Jamal Toutouh, Erik Hemberg, Una-May O'Reilly |
| 2019 | GECCO | Investigating algorithms for finding nash equilibria in cyber security problems. | Linda Zhang, Erik Hemberg |
| 2019 | IM | Adversarially Adapting Deceptive Views and Reconnaissance Scans on a Software Defined Network. | Jonathan Kelly, Michael DeLaus, Erik Hemberg, Una-May O'Reilly |
| 2019 | LAK | Transfer Learning using Representation Learning in Massive Open Online Courses. | Mucong Ding, Yanbang Wang, Erik Hemberg, Una-May O'Reilly |
| 2019 | LAK | Using Detailed Access Trajectories for Learning Behavior Analysis. | Yanbang Wang, Nancy Law, Erik Hemberg, Una-May O'Reilly |
| 2018 | GECCO | Adversarial co-evolution of attack and defense in a segmented computer network environment. | Erik Hemberg, Joseph R. Zipkin, Richard William Skowyra, Neal Wagner, Una-May O'Reilly |
| 2018 | GECCO | Competitive coevolutionary algorithm decision support. | Daniel Prado Sanchez, Marcos A. Pertierra, Erik Hemberg, Una-May O'Reilly |
| 2018 | SP | Adversarial Deep Learning for Robust Detection of Binary Encoded Malware. | Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O'Reilly |
| 2018 | SP | Exploring the Use of Autoencoders for Botnets Traffic Representation. | Ruggiero Dargenio, Shashank Srikant, Erik Hemberg, Una-May O'Reilly |
| 2017 | CCS | If You Can't Measure It, You Can't Improve It: Moving Target Defense Metrics. | Stjepan Picek, Erik Hemberg, Una-May O'Reilly |
| 2017 | GECCO | PonyGE2: grammatical evolution in Python. | Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Erik Hemberg, Michael O'Neill |
| 2017 | GECCO | Investigating coevolutionary archive based genetic algorithms on cyber defense networks. | Dennis Garcia, Anthony Erb Lugo, Erik Hemberg, Una-May O'Reilly |
| 2017 | GECCO | Developing proactive defenses for computer networks with coevolutionary genetic algorithms. | Anthony Erb Lugo, Dennis Garcia, Erik Hemberg, Una-May O'Reilly |
| 2017 | GECCO | cCube: a cloud microservices architecture for evolutionary machine learning classification. | Pasquale Salza, Erik Hemberg, Filomena Ferrucci, Una-May O'Reilly |
| 2017 | GECCO | Towards evolutionary machine learning comparison, competition, and collaboration with a multi-cloud platform. | Pasquale Salza, Erik Hemberg, Filomena Ferrucci, Una-May O'Reilly |
| 2017 | ICAIL | Towards Formalizing Statute Law as Default Logic through Automatic Semantic Parsing. | Marcos A. Pertierra, Sarah Lawsky, Erik Hemberg, Una-May O'Reilly |
| 2016 | GECCO | Multi-Line Batch Scheduling by Similarity. | Ignacio Arnaldo, Erik Hemberg, Una-May O'Reilly |
| 2016 | GECCO | Dynamics of Adversarial Co-evolution in Tax Non-Compliance Detection. | Jacob B. Rosen, Erik Hemberg, Una-May O'Reilly |
| 2015 | ICAIL | Tax non-compliance detection using co-evolution of tax evasion risk and audit likelihood. | Erik Hemberg, Jacob B. Rosen, Geoff Warner, Sanith Wijesinghe, Una-May O'Reilly |
| 2013 | EUROGP | Understanding Expansion Order and Phenotypic Connectivity in πGE. | David Fagan, Erik Hemberg, Michael O'Neill, Sen McGarraghy |
| 2013 | FOGA | Introducing graphical models to analyze genetic programming dynamics. | Erik Hemberg, Constantin Berzan, Kalyan Veeramachaneni, Una-May O'Reilly |
| 2013 | GECCO | Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction. | Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly |
| 2013 | GECCO | Efficient training set use for blood pressure prediction in a large scale learning classifier system. | Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly |
| 2012 | EUROGP | Grammar Bias and Initialisation in Grammar Based Genetic Programming. | Eoin Murphy, Erik Hemberg, Miguel Nicolau, Michael O'Neill, Anthony Brabazon |
| 2012 | GECCO | Towards adaptive mutation in grammatical evolution. | David Fagan, Erik Hemberg, Miguel Nicolau, Michael O'Neill, Sen McGarraghy |
| 2012 | GECCO | Comparing the robustness of grammatical genetic programming solutions for femtocell algorithms. | Erik Hemberg, Lester T. W. Ho, Michael O'Neill, Holger Claussen |
| 2012 | GECCO | An investigation of local patterns for estimation of distribution genetic programming. | Erik Hemberg, Kalyan Veeramachaneni, James McDermott, Constantin Berzan, Una-May O'Reilly |
| 2012 | GECCO | Graphical models and what they reveal about GP when it solves a symbolic regression problem. | Erik Hemberg, Kalyan Veeramachaneni, Una-May O'Reilly |
| 2012 | GECCO | Comparing methods for module identification in grammatical evolution. | John Mark Swafford, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon |
| 2012 | PPSN | Evolving Femtocell Algorithms with Dynamic and Stationary Training Scenarios. | Erik Hemberg, Lester T. W. Ho, Michael O'Neill, Holger Claussen |
| 2012 | PPSN | Differential Gene Expression with Tree-Adjunct Grammars. | Eoin Murphy, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon |
| 2012 | PPSN | Analyzing Module Usage in Grammatical Evolution. | John Mark Swafford, Erik Hemberg, Michael O'Neill, Anthony Brabazon |
| 2011 | EUROGP | Investigation of the Performance of Different Mapping Orders for GE on the Max Problem. | David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon, Sen McGarraghy |
| 2011 | GECCO | Interactive operators for evolutionary architectural design. | Jonathan Byrne, Erik Hemberg, Michael O'Neill |
| 2011 | GECCO | Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. | David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon |
| 2011 | GECCO | A symbolic regression approach to manage femtocell coverage using grammatical genetic programming. | Erik Hemberg, Lester T. W. Ho, Michael O'Neill, Holger Claussen |
| 2011 | GECCO | A non-destructive grammar modification approach to modularity in grammatical evolution. | John Mark Swafford, Erik Hemberg, Michael O'Neill, Miguel Nicolau, Anthony Brabazon |
| 2009 | CEC | Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution. | Jonathan Byrne, Michael O'Neill, Erik Hemberg, Anthony Brabazon |
| 2009 | GECCO | An exploration of learning and grammars in grammatical evolution. | Erik Hemberg |
| 2008 | CEC | Grammatical bias and building blocks in meta-grammar Grammatical Evolution. | Erik Hemberg, Michael O'Neill, Anthony Brabazon |
| 2008 | CEC | Subtree deactivation control with grammatical Genetic Programming in dynamic environments. | Michael O'Neill, Anthony Brabazon, Erik Hemberg |
| 2008 | EUROGP | Altering Search Rates of the Meta and Solution Grammars in the mGGA. | Erik Hemberg, Michael O'Neill, Anthony Brabazon |
| 2007 | EUROGP | A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms. | Erik Hemberg, Conor Gilligan, Michael O'Neill, Anthony Brabazon |