| 2025 | SGAI | High-Confidence Clustering and Lightweight U-Net for SAR Change Detection. | Mohamed Ihmeida, Shaojun Bian, R. Muhammad Atif Azad, Tamer Saleh |
| 2021 | GECCO | Improving the generalisation of genetic programming models with evaluation time and asynchronous parallel computing. | Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah |
| 2020 | EUROGP | Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models. | Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah |
| 2020 | GECCO | Feature engineering for improving robustness of crossover in symbolic regression. | Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah |
| 2020 | SAC | Leveraging asynchronous parallel computing to produce simple genetic programming computational models. | Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah |
| 2019 | IJCNN | DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPS. | Amna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal |
| 2018 | DIS | k-NN Embedding Stability for word2vec Hyper-Parametrisation in Scientific Text. | Amna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal |
| 2016 | CEC | Automatic lock-free parallel programming on multi-core processors. | Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan |
| 2016 | GECCO | Principled Evolutionary Algorithm Design and the Kernel Trick. | Fergal Lane, R. Muhammad Atif Azad, Conor Ryan |
| 2016 | GECCO | A New Wave: A Dynamic Approach to Genetic Programming. | David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | EUROGP | Automatic Evolution of Parallel Recursive Programs. | Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | GECCO | Performance Optimization of Multi-Core Grammatical Evolution Generated Parallel Recursive Programs. | Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | GECCO | Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution. | Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | GECCO | On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms. | Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | GECCO | Wave: Incremental Erosion of Residual Error. | David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | GECCO | Wave: A Genetic Programming Approach to Divide and Conquer. | David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | IJCCI | GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution. | Jeannie M. Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | IJCCI | GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification. | Jeannie M. Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2014 | EUROGP | The Best Things Don't Always Come in Small Packages: Constant Creation in Grammatical Evolution. | R. Muhammad Atif Azad, Conor Ryan |
| 2014 | GECCO | Efficient interleaved sampling of training data in genetic programming. | R. Muhammad Atif Azad, David Medernach, Conor Ryan |
| 2014 | GECCO | Multi-core GE: automatic evolution of CPU based multi-core parallel programs. | Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan |
| 2014 | GECCO | Predict the performance of GE with an ACO based machine learning algorithm. | Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan |
| 2014 | GECCO | Predict the success or failure of an evolutionary algorithm run. | Gopinath Chennupati, Conor Ryan, R. Muhammad Atif Azad |
| 2014 | PPSN | On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression. | Fergal Lane, R. Muhammad Atif Azad, Conor Ryan |
| 2013 | GECCO | Bootstrapping to reduce bloat and improve generalisation in genetic programming. | Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2013 | GECCO | A bootstrapping approach to reduce over-fitting in genetic programming. | Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2011 | GECCO | Variance based selection to improve test set performance in genetic programming. | R. Muhammad Atif Azad, Conor Ryan |
| 2011 | GECCO | Candidate oversampling prefers two to tango: estimation of distribution algorithms. | David Wallin, Conor Ryan, R. Muhammad Atif Azad |
| 2010 | GECCO | Abstract functions and lifetime learning in genetic programming for symbolic regression. | R. Muhammad Atif Azad, Conor Ryan |
| 2008 | GECCO | Gecco 2008 grammatical evolution tutorial. | R. Muhammad Atif Azad, Conor Ryan |
| 2008 | GECCO | VoIP speech quality estimation in a mixed context with genetic programming. | Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Conor Ryan |
| 2007 | EUROGP | Real-Time, Non-intrusive Evaluation of VoIP. | Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Conor Ryan |
| 2005 | CEC | Promoting diversity using migration strategies in distributed genetic algorithms. | David Power, Conor Ryan, R. Muhammad Atif Azad |
| 2005 | CEC | Symbiogenetic coevolution. | David Wallin, Conor Ryan, R. Muhammad Atif Azad |
| 2005 | GECCO | Evaluating GP schema in context. | Hammad Majeed, Conor Ryan, R. Muhammad Atif Azad |
| 2004 | EUROGP | On the Performance of Genetic Operators and the Random Key Representation. | Eoin Ryan, R. Muhammad Atif Azad, Conor Ryan |
| 2004 | GECCO | A Competitive Building Block Hypothesis. | Conor Ryan, Hammad Majeed, R. Muhammad Atif Azad |
| 2003 | EUROGP | Sensible Initialisation in Chorus. | Conor Ryan, R. Muhammad Atif Azad |
| 2003 | GECCO | Structural Emergence with Order Independent Representations. | R. Muhammad Atif Azad, Conor Ryan |
| 2002 | EUROGP | No Coercion and No Prohibition, a Position Independent Encoding Scheme for Evolutionary Algorithms - The Chorus System. | Conor Ryan, R. Muhammad Atif Azad, Alan Sheahan, Michael O'Neill |
| 2002 | GECCO | A Re-examination Of The Cart Centering Problem Using The Chorus System. | R. Muhammad Atif Azad, Conor Ryan, Mark E. Burke, Ali R. Ansari |