← back to search

Una-May O’Reilly

Massachusetts Institute of Technology · US
Area of research
Artificial Intelligence · Signal Processing
Research interest
Research interests include Evolutionary Algorithms and Applications, Metaheuristic Optimization Algorithms Research, Reinforcement Learning in Robotics, and Advanced Malware Detection Techniques.
h-index
39
citations
6,459
works
312
NIH funding
primary concept
email

Recent publications

A Hybrid LLM-Coevolution Framework to Generate Abusive Tax Strategies
Lecture Notes in Computer Science 2026cited by 0position: contributordoi
Policy Search through Genetic Programming and LLM-assisted Curriculum Learning
ACM Transactions on Evolutionary Learning and Optimization 2025cited by 5position: contributordoi
Facebook algorithm’s active role in climate advertisement delivery
Nature Climate Change 2025cited by 2position: contributordoi
Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics
Proceedings of the Genetic and Evolutionary Computation Conference Companion 2025cited by 1position: middledoi
Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics
Proceedings of the Genetic and Evolutionary Computation Conference Companion 2025cited by 1position: contributordoi
Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators
Proceedings of the Genetic and Evolutionary Computation Conference 2025cited by 0position: lastdoi
Runtime Bounds for a Coevolutionary Algorithm on Classes of Potential Games
Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms 2025cited by 0position: contributordoi
Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators
Proceedings of the Genetic and Evolutionary Computation Conference 2025cited by 0position: contributordoi
Coevolutionary Computation for Adversarial Deep Learning
Proceedings of the Genetic and Evolutionary Computation Conference Companion 2025cited by 0position: contributordoi
Enhancements to Threat, Vulnerability, and Mitigation Knowledge for Cyber Analytics, Hunting, and Simulations
Digital Threats: Research and Practice 2024cited by 15position: contributordoi
Large Language Model-based Test Case Generation for GP Agents
Proceedings of the Genetic and Evolutionary Computation Conference 2024cited by 14position: middledoi
Large Language Model-based Test Case Generation for GP Agents
Proceedings of the Genetic and Evolutionary Computation Conference 2024cited by 14position: contributordoi
A Self-adaptive Coevolutionary Algorithm
Proceedings of the Genetic and Evolutionary Computation Conference 2024cited by 2position: middledoi
A Self-adaptive Coevolutionary Algorithm
Proceedings of the Genetic and Evolutionary Computation Conference 2024cited by 2position: contributordoi
Using Large Language Models for Evolutionary Search
Proceedings of the Genetic and Evolutionary Computation Conference Companion 2024cited by 1position: firstdoi
Using Large Language Models for Evolutionary Search
Proceedings of the Genetic and Evolutionary Computation Conference Companion 2024cited by 1position: contributordoi
Coevolutionary Computation for Adversarial Deep Learning
Proceedings of the Genetic and Evolutionary Computation Conference Companion 2024cited by 0position: contributordoi
Cooperative Coevolutionary Spatial Topologies for Autoencoder Training
Proceedings of the Genetic and Evolutionary Computation Conference 2024cited by 0position: contributordoi
Coevolution in Natural and Artificial Systems
Proceedings of the Genetic and Evolutionary Computation Conference 2024cited by 0position: contributordoi
Enhancements to Threat, Vulnerability, and Mitigation Knowledge for Cyber Analytics, Hunting, and Simulations
Digital Threats Research and Practice 2023cited by 17position: lastdoi
Adversarial agent-learning for cybersecurity: a comparison of algorithms
The Knowledge Engineering Review 2023cited by 10position: lastdoi
Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt
Proceedings of the Genetic and Evolutionary Computation Conference 2023cited by 6position: lastdoi
Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt
Proceedings of the Genetic and Evolutionary Computation Conference 2023cited by 6position: contributordoi
Investigating Student's Problem-solving Approaches in MOOCs using Natural Language Processing
LAK23: 13th International Learning Analytics and Knowledge Conference 2023cited by 3position: contributordoi
Genetic Programming and Coevolution to Play the Bomberman™ Video Game
Lecture notes in computer science 2023cited by 2position: middledoi
Genetic Programming and Coevolution to Play the Bomberman™ Video Game
Lecture Notes in Computer Science 2023cited by 2position: contributordoi
Semi-Supervised Learning with Coevolutionary Generative Adversarial Networks
Proceedings of the Genetic and Evolutionary Computation Conference 2023cited by 2position: contributordoi
Coevolutionary Computation for Adversarial Deep Learning
Proceedings of the Companion Conference on Genetic and Evolutionary Computation 2023cited by 0position: contributordoi
Genetic Programming: A Tutorial Introduction
Proceedings of the Companion Conference on Genetic and Evolutionary Computation 2023cited by 0position: contributordoi
Analyzing multi-agent reinforcement learning and coevolution in cybersecurity
Proceedings of the Genetic and Evolutionary Computation Conference 2022cited by 3position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

· 21 papers (2019–2026)Erik Hemberg · Massachusetts Institute of Technology18 papers (2012–2025)Erik Hemberg · IIT@MIT12 papers (2023–2026)Jamal Toutouh · Universidad Tangamanga9 papers (2023–2025)Kalyan Veeramachaneni · Massachusetts Institute of Technology5 papers (2012–2015)Jamal Toutouh · Massachusetts Institute of Technology4 papers (2019–2025)Erik Hemberg · IIT@MIT3 papers (2021–2023) · 3 papers (2012–2014) · 3 papers (2012–2024)Erik Hemberg · Springer Nature3 papers (2023–2025)Steven Jorgensen · Moscow Institute of Thermal Technology3 papers (2024–2025)Per Kristian Lehre · University of Birmingham3 papers (2023–2025)Mario Hevia Fajardo · The University of Birmingham3 papers (2023–2025)Robert Gold · IIT@MIT2 papers (2021–2023)Matthew Turner · IIT@MIT2 papers (2022–2023)Ignacio Arnaldo · Massachusetts Institute of Technology2 papers (2014–2015)Per Kristian Lehre · University of Birmingham2 papers (2023–2024)Ana Bell · IIT@MIT2 papers (2019–2021) · 2 papers (2012–2012)Mario Alejandro Hevia Fajardo · University of Sheffield2 papers (2023–2024)