| 2025 | ICML | FairPFN: A Tabular Foundation Model for Causal Fairness. | Jake Robertson, Noah Hollmann, Samuel Mller, Noor H. Awad, Frank Hutter |
| 2024 | AIES | A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective Landscapes. | Jake Robertson, Thorsten Schmidt, Frank Hutter, Noor H. Awad |
| 2023 | IJCAI | Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator. | Shuhei Watanabe, Noor H. Awad, Masaki Onishi, Frank Hutter |
| 2021 | IJCAI | DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization. | Noor H. Awad, Neeratyoy Mallik, Frank Hutter |
| 2020 | CEC | Evaluating the Performance of Adaptive GainingSharing Knowledge Based Algorithm on CEC 2020 Benchmark Problems. | Ali Wagdy Mohamed, Anas A. Hadi, Ali Khater Mohamed, Noor H. Awad |
| 2020 | PPSN | Learning Step-Size Adaptation in CMA-ES. | Gresa Shala, Andr Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter |
| 2019 | IJCAI | An Evolution Strategy with Progressive Episode Lengths for Playing Games. | Lior Fuks, Noor H. Awad, Frank Hutter, Marius Lindauer |
| 2018 | CEC | Differential Evolution with Stochastic Selection for Uncertain Environments: A Smart Grid Application. | Vikas Palakonda, Noor H. Awad, Rammohan Mallipeddi, Mostafa Z. Ali, Kalyana C. Veluvolu, Ponnuthurai N. Suganthan |
| 2017 | CEC | Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problems. | Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan |
| 2017 | CEC | A novel differential crossover strategy based on covariance matrix learning with Euclidean neighborhood for solving real-world problems. | Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds, Ali M. Shatnawi |
| 2017 | CEC | Minimizing THD of multilevel inverters with optimal values of DC voltages and switching angles using LSHADE-EpSin algorithm. | Partha P. Biswas, Noor H. Awad, Ponnuthurai N. Suganthan, Mostafa Z. Ali, Gehan A. J. Amaratunga |
| 2016 | CEC | Differential evolution with stochastic fractal search algorithm for global numerical optimization. | Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Edward Jaser |
| 2016 | CEC | An ensemble sinusoidal parameter adaptation incorporated with L-SHADE for solving CEC2014 benchmark problems. | Noor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds |
| 2015 | CEC | Cluster-Based Differential Evolution with Heterogeneous Influence for numerical optimization. | Mostafa Z. Ali, Noor H. Awad, Rehab Duwairi, Jafar Albadarneh, Robert G. Reynolds, Ponnuthurai N. Suganthan |
| 2015 | CEC | A Differential Evolution algorithm with success-based parameter adaptation for CEC2015 learning-based optimization. | Noor H. Awad, Mostafa Z. Ali, Robert G. Reynolds |
| 2013 | CEC | Hybrid niche Cultural Algorithm for numerical global optimization. | Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds |
| 2013 | CEC | Cultural Algorithm with improved local search for optimization problems. | Noor H. Awad, Mostafa Z. Ali, Rehab M. Duwairi |