| 2024 | ICDCS | Mitigation of Gradient Inversion Attacks in Federated Learning with Private Adaptive Optimization. | Cody Lewis, Vijay Varadharajan, Nasimul Noman, Udaya Kiran Tupakula, Nan Li |
| 2023 | GECCO | Dynamic Depth for Better Generalization in Continued Fraction Regression. | Pablo Moscato, Andrew Ciezak, Nasimul Noman |
| 2022 | CEC | Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification. | Cornelius Paardekooper, Nasimul Noman, Raymond Chiong, Vijay Varadharajan |
| 2022 | CEC | Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. | Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato |
| 2021 | CEC | Evolutionary Hyperparameter Optimisation for Sentence Classification. | Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato |
| 2020 | CEC | Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance. | Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman |
| 2019 | CEC | Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic Algorithm. | Ali Bakhshi, Nasimul Noman, Zhiyong Chen, Mohsen Zamani, Stephan K. Chalup |
| 2019 | CEC | A Computational Approach for Designing Combination Therapy in Combating Glioblastoma. | Terry Truong, Pablo Moscato, Nasimul Noman |
| 2016 | CEC | Optimising weights for heterogeneous ensemble of classifiers with differential evolution. | Mohammad Nazmul Haque, Nasimul Noman, Regina Berretta, Pablo Moscato |
| 2013 | CEC | Messy Genetic Algorithm for evolving mathematical function evaluating variable length gene regulatory networks. | Dhammika S. Hettiarachchi, Nasimul Noman, Hitoshi Iba |
| 2013 | CEC | Extending Population Based Incremental Learning using Dirichlet Processes. | Leon Palafox, Nasimul Noman, Hitoshi Iba |
| 2012 | GECCO | The search for robust topologies of oscillatory gene regulatory networks by evolutionary computation. | Kazuki Komiya, Nasimul Noman, Hitoshi Iba |
| 2011 | CEC | An adaptive differential evolution algorithm. | Nasimul Noman, Danushka Bollegala, Hitoshi Iba |
| 2011 | CEC | Solving dynamic economic dispatch problems using cellular differential evolution. | Nasimul Noman, Hitoshi Iba |
| 2011 | GECCO | RankDE: learning a ranking function for information retrieval using differential evolution. | Danushka Bollegala, Nasimul Noman, Hitoshi Iba |
| 2011 | GECCO | Differential evolution with self adaptive local search. | Nasimul Noman, Danushka Bollegala, Hitoshi Iba |
| 2011 | GECCO | Polynomial selection scheme with dynamic parameter estimation in cellular genetic algorithm. | Jiradej Vatanutanon, Nasimul Noman, Hitoshi Iba |
| 2006 | CEC | On the Reconstruction of Gene Regulatory Networks from Noisy Expression Profiles. | Nasimul Noman, Hitoshi Iba |
| 2006 | GECCO | Inference of genetic networks using S-system: information criteria for model selection. | Nasimul Noman, Hitoshi Iba |
| 2006 | GECCO | A new generation alternation model for differential evolution. | Nasimul Noman, Hitoshi Iba |
| 2005 | GECCO | Inference of gene regulatory networks using s-system and differential evolution. | Nasimul Noman, Hitoshi Iba |
| 2005 | GECCO | Enhancing differential evolution performance with local search for high dimensional function optimization. | Nasimul Noman, Hitoshi Iba |
| 2004 | CEC | Use of clustering to improve the layout of gene network for visualization. | Nasimul Noman, Kouichi Okada, Naoki Hosoyama, Hitoshi Iba |