| 2026 | ACL | Beyond Neural Incompatibility: Cross-Scale Knowledge Transfer in Large Language Models through Latent Semantic Alignment. | Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang |
| 2026 | ICSE | Empirical and Sustainability Aspects of Software Engineering Research in the Era of Large Language Models: A Reflection. | David Williams, Maria Kechagia, Max Hort, Aldeida Aleti, Justyna Petke, Federica Sarro |
| 2025 | ACL | A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models. | Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang |
| 2025 | RE | From Domain Documents to Requirements: Retrieval-Augmented Generation in the Space Industry. | Chetan Arora, Fanyu Wang, Chakkrit Tantithamthavorn, Aldeida Aleti, Shaun Kenyon |
| 2024 | AST | PAFOT: A Position-Based Approach for Finding Optimal Tests of Autonomous Vehicles. | Victor Crespo-Rodriguez, Neelofar, Aldeida Aleti |
| 2024 | ICSE | Towards Reliable AI: Adequacy Metrics for Ensuring the Quality of System-level Testing of Autonomous Vehicles. | Neelofar, Aldeida Aleti |
| 2023 | ICMLA | Rapid Identification of Protein Formulations with Bayesian Optimisation. | Viet Huynh, Buser Say, Peter Vogel, Lucy Cao, Geoffrey I. Webb, Aldeida Aleti |
| 2023 | ICSA | Performance Modeling and Analysis of Design Patterns for Microservice Systems. | Riccardo Pinciroli, Aldeida Aleti, Catia Trubiani |
| 2023 | ICSE | Closing the Loop for Software Remodularisation - REARRANGE: An Effort Estimation Approach for Software Clustering-based Remodularisation. | Alvin Jian Jia Tan, Chun Yong Chong, Aldeida Aleti |
| 2022 | GECCO | Neighbours similar fitness and the effectiveness of restarting local search. | Aldeida Aleti, Mark Wallace, Markus Wagner |
| 2022 | GECCO | Using evolutionary game theory to understand scalability in task allocation. | Mostafa Rizk, Julian Garcia, Aldeida Aleti, David Green |
| 2022 | ISSTA | Human-in-the-loop oracle learning for semantic bugs in string processing programs. | Charaka Geethal Kapugama, Van-Thuan Pham, Aldeida Aleti, Marcel Bhme |
| 2021 | GECCO | On the effectiveness of restarting local search. | Aldeida Aleti, Mark Wallace, Markus Wagner |
| 2021 | SSBSE | On the Effectiveness of SBSE Techniques - Through Instance Space Analysis. | Aldeida Aleti |
| 2020 | ECSA | VisArch: Visualisation of Performance-based Architectural Refactorings. | Catia Trubiani, Aldeida Aleti, Sarah Goodwin, Pooyan Jamshidi, Andr van Hoorn, Samuel Gratzl |
| 2019 | CEC | A Study on Online Hyper-heuristic Learning for Swarm Robots. | Shuang Yu, Andy Song, Aldeida Aleti |
| 2019 | GECCO | Footprints of fitness functions in search-based software testing. | Carlos Oliveira, Aldeida Aleti, Yuan-Fang Li, Mohamed Abdelrazek |
| 2019 | GECCO | Evolving stellar models to find the origins of our galaxy. | Conrad Chan, Aldeida Aleti, Alexander Heger, Kate Smith-Miles |
| 2019 | IJCAI | Data Communication Assistance via Swarm Robotic: A Behaviour Creation Comparison. | Phillip Smith, Asad Khan, Aldeida Aleti, Vincent C. S. Lee, Robert A. Hunjet |
| 2018 | ICCS | Hyper-heuristic Online Learning for Self-assembling Swarm Robots. | Shuang Yu, Aldeida Aleti, Jan Carlo Barca, Andy Song |
| 2018 | ISSRE | ORCAS: Efficient Resilience Benchmarking of Microservice Architectures. | Andr van Hoorn, Aldeida Aleti, Thomas F. Dllmann, Teerat Pitakrat |
| 2018 | PRICAI | Collective Hyper-heuristics for Self-assembling Robot Behaviours. | Shuang Yu, Andy Song, Aldeida Aleti |
| 2017 | FedCSIS | On Pathological Fitness Landscapes for Constrained Combinatorial Optimization. | Gary Greenfield, Aldeida Aleti |
| 2017 | GECCO | Fitness landscape characterisation of optimisation problems: GECCO 2017 tutorial. | Aldeida Aleti, Katherine M. Malan, Irene Moser |
| 2017 | GECCO | A computationally efficient gravitational search algorithm. | Alex Rothwell, Aldeida Aleti |
| 2017 | ITNAC | Adaptive data transfer methods via policy evolution for UAV swarms. | Phillip Smith, Robert A. Hunjet, Aldeida Aleti, Jan Carlo Barca |
| 2015 | ICCS | Distributing Fibre Boards: A Practical Application of the Heterogeneous Fleet Vehicle Routing Problem with Time Windows and Three-dimensional Loading Constraints. | Shannon Pace, Ayad Turky, Irene Moser, Aldeida Aleti |
| 2015 | ICECCS | Fitness Landscape Characterisation for Constrained Software Architecture Optimisation Problems. | Aldeida Aleti, Irene Moser |
| 2015 | SSBSE | Adaptive Neighbourhood Search for the Component Deployment Problem. | Aldeida Aleti, Madalina M. Drugan |
| 2014 | ICCS | Constraint Programming and Ant Colony System for the Component Deployment Problem. | Dhananjay R. Thiruvady, Irene Moser, Aldeida Aleti, Asef Nazari |
| 2013 | CEC | Studying feedback mechanisms for adaptive parameter control in evolutionary algorithms. | Aldeida Aleti, Irene Moser |
| 2013 | CEC | Designing and characterising fitness landscapes with various operators. | Marius Gheorghita, Irene Moser, Aldeida Aleti |
| 2013 | GECCO | Entropy-based adaptive range parameter control for evolutionary algorithms. | Aldeida Aleti, Irene Moser |
| 2013 | GECCO | Characterising fitness landscapes using predictive local search. | Marius Gheorghita, Irene Moser, Aldeida Aleti |
| 2012 | CEC | Adaptive Range Parameter Control. | Aldeida Aleti, Irene Moser, Sanaz Mostaghim |
| 2012 | ICSE | Robust ArcheOpterix: Architecture optimization of embedded systems under uncertainty. | Indika Meedeniya, Aldeida Aleti, Iman Avazpour, Ayman A. Amin |
| 2011 | GECCO | Predictive parameter control. | Aldeida Aleti, Irene Moser |