| 2026 | COMPSAC | Binary Representation of NLP Embeddings Using Spiking Neural Networks. | Soumen Sinha, Shahryar Rahnamayan |
| 2024 | AI | Progressively Growing Generative Adversarial Network Based Auto-encoder for MRI Image Inpainting. | Farnaz Kheiri, Hamid Esmaeili Najafabadi, Shahryar Rahnamayan |
| 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 | Opposition-based Multi-Objective ADAM Optimizer (OMAdam) for Training ANNs. | Farzaneh Nikbakhtsarvestani, Shahryar Rahnamayan, Mehran Ebrahimi |
| 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 | Block Differential Evolution. | Rasa Khosrowshahli, 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 | Ranking Center-based NSGA-II. | Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, 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 |
| 2023 | SMC | Multi-objective ADAM Optimizer (MAdam). | Farzaneh Nikbakhtsarvestani, Mehran Ebrahimi, Shahryar Rahnamayan |
| 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 | CEC | 3D-RadViz: Three Dimensional Radial Visualization for Large-Scale Data Visualization. | Abdelrahman Elewah, Abeer A. Badawi, Haytham Khalil, Shahryar Rahnamayan, Khalid Elgazzar |
| 2021 | GECCO | House price prediction using clustering and genetic programming along with conducting a comparative study. | Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi |
| 2021 | GECCO | Population-based coordinate descent algorithm with majority voting. | Davood Zaman Farsa, Azam Asilian Bidgoli, Ehsan Rokhsat-Yazdi, Shahryar Rahnamayan |
| 2021 | MICCAI | Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images. | Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh |
| 2020 | AIME | Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. | Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh |
| 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 | CEC | Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action. | S. Mostapha Kalami Heris, Shahryar Rahnamayan |
| 2020 | CEC | A Novel Center-based Differential Evolution Algorithm. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan |
| 2020 | CEC | Many-level Image Thresholding using a Center-Based Differential Evolution Algorithm. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan, Gerald Schaefer |
| 2020 | CEC | Optimizing LSTM Based Network For Forecasting Stock Market. | Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Hossein Amirinia, Sakib Ahmed |
| 2020 | GECCO | A pareto front-based metric to identify major bitcoin networks influencers. | Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli |
| 2020 | SMC | Enhancing Parallel Coordinates Visualization Using Genetic Algorithm with Smart Mutation. | Khiria Aldwib, Shahryar Rahnamayan, Amin Ibrahim |
| 2020 | SMC | Discrete Coordinate Descent (DCD). | Davood Zaman Farsa, Shahryar Rahnamayan |
| 2020 | SMC | A Novel Collective Crossover Operator for Genetic Algorithms. | Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan |
| 2020 | SMC | CenPSO: A Novel Center-based Particle Swarm Optimization Algorithm for Large-scale Optimization. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan |
| 2020 | SMC | One-array Differential Evolution Algorithm with a Novel Replacement Strategy for Numerical Optimization. | Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan |
| 2020 | SMC | Pareto-RadVis: A Novel Visualization Scheme for Many-objective Optimization. | Mahda Nasrolahzadeh, Amin Ibrahim, Shahryar Rahnamayan, Javad Haddadnia |
| 2020 | SMC | Towards Solving Large-scale Expensive Optimization Problems Efficiently Using Coordinate Descent Algorithm. | Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad |
| 2020 | SMC | Binary Hybrid Differential Evolution Algorithm for Multi-label Feature Selection. | Nelson Vithayathil Varghese, Amritpal Singh, Ashwin Suresh, 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 | CEC | Improving SHADE with Center-based Mutation for Large-scale Optimization. | Hanan Hiba, Mohammed El-Abd, Shahryar Rahnamayan |
| 2019 | CEC | Large-scale Optimization Using Center-based Differential Evolution with Dynamic Mutation Scheme. | Hanan Hiba, Amin Ibrahim, Shahryar Rahnamayan |
| 2019 | CEC | A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE Algorithm. | Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb, Mitra Rahnamayan |
| 2019 | CEC | Enhancing LQR Controller Using Optimized Real-time System by GDE3 and NSGA-II Algorithms and Comparing with Conventional Method. | Khizar Quresh, Shahryar Rahnamayan, Yuping He, Ramiro Liscano |
| 2019 | CEC | Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy Systems. | Shaimaa Seyam, Khaled H. M. Al-Hamed, Ali M. M. I. Qureshy, Ibrahim Dincer, Martin Agelin-Chaab, Shahryar Rahnamayan |
| 2019 | EMO | Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization. | Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Pedram Karimipour-Fard |
| 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 |
| 2018 | CEC | Maximum Power Point Tracking in Photovoltaic Farms Using DE and PSO Algorithms: A Comparative Study. | Faizan Khan, Ali Sunbul, Mohammad Y. Ali, Haytham Abdei-Gawad, Shahryar Rahnamayan, Vijay K. Sood |
| 2017 | CEC | Fusion-based hybrid many-objective optimization algorithm. | Amin Ibrahim, Miguel Vargas Martin, Shahryar Rahnamayan, Kalyanmoy Deb |
| 2017 | CEC | Enhancing clearing-based niching method using Delaunay Triangulation. | Shivam Kalra, Shahryar Rahnamayan, Kalyanmoy Deb |
| 2017 | CEC | Schematic study on interaction and imbalance effects of variables for Large-Scale Optimization. | Sedigheh Mahdavi, Shahryar Rahnamayan |
| 2017 | CEC | Analyzing effects of ordering vectors in mutation schemes on performance of Differential Evolution. | Sedigheh Mahdavi, Shahryar Rahnamayan, Chirag Karia |
| 2017 | CEC | Optimal vibration control and innovization for rectangular plate. | Shamim Mashrouteh, Shahryar Rahnamayan, Ebrahim Esmailzadeh |
| 2017 | CVPR | Classification and Retrieval of Digital Pathology Scans: A New Dataset. | Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh |
| 2017 | EMO | Fusion of Many-Objective Non-dominated Solutions Using Reference Points. | Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb |
| 2017 | EMO | Injection of Extreme Points in Evolutionary Multiobjective Optimization Algorithms. | A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Shahryar Rahnamayan |
| 2016 | CEC | 3D-RadVis: Visualization of Pareto front in many-objective optimization. | Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb |
| 2016 | CEC | EliteNSGA-III: An improved evolutionary many-objective optimization algorithm. | Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb |
| 2016 | CEC | Center-based initialization of cooperative co-evolutionary algorithm for large-scale optimization. | Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb |
| 2016 | CEC | Exploration enhancement in ensemble micro-differential evolution. | Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh |
| 2016 | CEC | Evolutionary projection selection for Radon barcodes. | Hamid R. Tizhoosh, Shahryar Rahnamayan |
| 2016 | CEC | Using opposition-based learning to enhance differential evolution: A comparative study. | Wenjun Wang, Hui Wang, Hui Sun, Shahryar Rahnamayan |
| 2016 | GECCO | Maintaining Diversity in The Bounded Pareto-Set: A Case of Opposition Based Solution Generation Scheme. | A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Shahryar Rahnamayan |
| 2016 | ICPR | Learning opposites using neural networks. | Shivam Kalra, Aditya Sriram, Shahryar Rahnamayan, Hamid R. Tizhoosh |
| 2015 | CEC | A modified cuckoo search algorithm for flow shop scheduling problem with blocking. | Hui Wang, Wenjun Wang, Hui Sun, Changhe Li, Shahryar Rahnamayan, Yong Liu |
| 2014 | CEC | MODEL: Multi-objective differential evolution with leadership enhancement. | Farid Bourennani, Shahryar Rahnamayan, Greg F. Naterer |
| 2014 | CEC | Improved differential evolution with adaptive opposition strategy. | Huichao Liu, Zhijian Wu, Hui Wang, Shahryar Rahnamayan, Changshou Deng |
| 2014 | CEC | Cooperative Co-evolution with a new decomposition method for large-scale optimization. | Sedigheh Mahdavi, Mohammad Ebrahim Shiri, Shahryar Rahnamayan |
| 2014 | CEC | Computing opposition by involving entire population. | Shahryar Rahnamayan, Jude Jesuthasan, Farid Bourennani, Hojjat Salehinejad, Greg F. Naterer |
| 2014 | CEC | Type-II opposition-based differential evolution. | Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh |
| 2014 | CEC | Micro-differential evolution with vectorized random mutation factor. | Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh, Stephen Y. Chen |
| 2014 | CEC | Genetic algorithm with self-adaptive mutation controlled by chromosome similarity. | Daniel Smullen, Jonathan Gillett, Joseph Heron, Shahryar Rahnamayan |
| 2014 | PIMRC | 3D localization in large-scale Wireless Sensor Networks: A micro-differential evolution approach. | Hojjat Salehinejad, Robert Zadeh, Ramiro Liscano, Shahryar Rahnamayan |
| 2014 | PRICAI | Rotation-Based Learning: A Novel Extension of Opposition-Based Learning. | Huichao Liu, Zhijian Wu, Huanzhe Li, Hui Wang, Shahryar Rahnamayan, Changshou Deng |
| 2013 | CEC | Accelerating artificial bee colony algorithm by using an external archive. | Hui Wang, Zhijian Wu, Xinyu Zhou, Shahryar Rahnamayan |
| 2013 | CEC | Leaders and speed constraint multi-objective particle swarm optimization. | Farid Bourennani, Shahryar Rahnamayan, Greg F. Naterer |
| 2012 | GECCO | Interactive differential evolution for prostate ultrasound image thresholding. | Arman Darvish, Shahryar Rahnamayan, Zaid Salami Mohamad |
| 2011 | CEC | Enhanced Differential Evolution using center-based sampling. | Ali Esmailzadeh, Shahryar Rahnamayan |
| 2011 | CEC | Optimal design of an air-cooling system for a Li-Ion battery pack in Electric Vehicles with a genetic algorithm. | Mohsen Mousavi, Shaikh Hoque, Shahryar Rahnamayan, Ibrahim Dincer, Greg F. Naterer |
| 2011 | CEC | Adaptive Differential Evolution with variable population size for solving high-dimensional problems. | Hui Wang, Shahryar Rahnamayan, Zhijian Wu |
| 2011 | ICIP | Multi-resolution level set image segmentation using wavelets. | Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan |
| 2010 | CEC | Fighting noise with noise: DE with individuals shaking to tackle noisy problems. | Ali Esmailzadeh, Shahryar Rahnamayan |
| 2010 | CEC | Differential Evolution enhanced by neighborhood search. | Hui Wang, Zhijian Wu, Shahryar Rahnamayan |
| 2010 | CEC | Sequential DE enhanced by neighborhood search for Large Scale Global Optimization. | Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Dazhi Jiang |
| 2010 | IJCNN | Opposition based computing - A survey. | Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan |
| 2009 | CEC | Center-based sampling for population-based algorithms. | Shahryar Rahnamayan, G. Gary Wang |
| 2009 | ISDA | A Scalability Test for Accelerated DE Using Generalized Opposition-Based Learning. | Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Lishan Kang |
| 2008 | CEC | Image thresholding using micro opposition-based Differential Evolution (Micro-ODE). | Shahryar Rahnamayan, Hamid R. Tizhoosh |
| 2007 | CEC | Quasi-oppositional Differential Evolution. | Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama |
| 2006 | CEC | Opposition-Based Differential Evolution for Optimization of Noisy Problems. | Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama |
| 2006 | CEC | Opposition-Based Differential Evolution Algorithms. | Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama |
| 2006 | ICIP | Weighted Voting-Based Robust Image Thresholding. | Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama |