| 2025 | CEC | Multi-objective Feature Weighting: A Dual Phase Evolutionary Approach for Cancer Classification. | Krishal Dhungana, Azam Asilian Bidgoli |
| 2024 | CEC | Feature Selection-driven Bias Deduction in Histopathology Images: Tackling Site-Specific Influences. | Farnaz Kheiri, Azam Asilian Bidgoli, Masoud Makrehchi, Shahryar Rahnamayan |
| 2024 | CEC | Enhancing Diversity in Multi-Objective Feature Selection. | Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi |
| 2024 | CEC | COR-MFS: A Correlation-Based Multi-Objective Feature Selection on EEG Signals. | Ananda Sutradhar, Azam Asilian Bidgoli, Shahryar Rahnamayan |
| 2024 | SMC | Innovative Initialization Scheme for Multi-Objective Feature Selection in Continuous Search Spaces. | Parastoo Dehnad, Azam Asilian Bidgoli, Shahryar Rahnamayan |
| 2024 | SMC | A Multi-objective Binary Differential Evolution Operator for Feature Selection. | Parastoo Dehnad, Azam Asilian Bidgoli, Shahryar Rahnamayan |
| 2024 | SMC | Novel Post-Training Structure-Agnostic Weight Pruning Technique for Deep Neural Networks. | Zahra Abdi Reyhan, Shahryar Rahnamayan, Azam Asilian Bidgoli |
| 2024 | SMC | Optimal Barcode Representation for NLP Embeddings. | Soumen Sinha, Azam Asilian Bidgoli, Shahryar Rahnamayan |
| 2023 | CEC | Multi-Objective Coordinate Search Optimization. | Farzaneh Nikbakhtsarvestani, Azam Asilian Bidgoli, Mehran Ebrahimi, Shahryar Rahnamayan |
| 2023 | SMC | A Pairwise Surrogate Model using GNN for Evolutionary Optimization. | Vida Gharavian, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi |
| 2023 | SMC | Self-Supervised Learning Using Noisy-Latent Augmentation. | Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi |
| 2023 | SMC | Compact NSGA-II for Multi-objective Feature Selection. | Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli |
| 2023 | SMC | Multi-Objective Binary Coordinate Search for Feature Selection. | Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli |
| 2022 | CEC | Clustering Center-based Differential Evolution. | Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli |
| 2021 | CEC | Memetic Differential Evolution Using Coordinate Descent. | Azam Asilian Bidgoli, Shahryar Rahnamayan |
| 2021 | GECCO | Population-based coordinate descent algorithm with majority voting. | Davood Zaman Farsa, Azam Asilian Bidgoli, Ehsan Rokhsat-Yazdi, Shahryar Rahnamayan |
| 2020 | CEC | A Collective Intelligence Strategy for Enhancing Population-based optimization Algorithms. | Azam Asilian Bidgoli, Shahryar Rahnamayan |
| 2020 | CEC | Discovering Numerous Strassen's Equivalent Equations Using a Simple Micro Multimodal GA: Evolution in Action. | Azam Asilian Bidgoli, Steven Trumble, Shahryar Rahnamayan |
| 2020 | GECCO | A pareto front-based metric to identify major bitcoin networks influencers. | Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli |
| 2020 | SMC | A Novel Collective Crossover Operator for Genetic Algorithms. | Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan |
| 2019 | CEC | A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature Selection. | Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan |
| 2019 | CEC | A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers. | Azam Asilian Bidgoli, Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb |
| 2019 | CEC | CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization Problems. | Hanan Hiba, Azam Asilian Bidgoli, Amin Ibrahim, Shahryar Rahnamayan |
| 2019 | EMO | GDE4: The Generalized Differential Evolution with Ordered Mutation. | Azam Asilian Bidgoli, Sedigheh Mahdavi, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh |
| 2019 | EMO | Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection. | Azam Asilian Bidgoli, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh |
| 2019 | ISNN | An Effective Hybrid Approach for Optimising the Learning Process of Multi-layer Neural Networks. | Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Gerald Schaefer, Iakov Korovin |