2026
Preprint
Optimize Wider, Not Deeper: Consensus Aggregation for Policy Optimization
Z. Mustafaoglu, K. Pingali, R. Miikkulainen
arXiv:2603.12596, 2026
Conference
Flashlight: PyTorch Compiler Extensions to Accelerate Attention Variants
B. You, I. Wang, Z. Mustafaoglu, A. Jangda, A. Moreira, R. Dathathri, D. Mahajan, K. Pingali
Conference on Machine Learning and Systems (MLSys), 2026
2025
Conference
Evolutionary Policy Optimization
Z. Mustafaoglu, K. Pingali, R. Miikkulainen
Genetic and Evolutionary Computation Conference (GECCO), 2025
Journal
Using Hybrid Transformer and Convolutional Neural Network for Malware Detection in Internet of Things Firmware
Y. Guo, Z. Mustafaoglu, C. Du, H. Garg, D. Koundal
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 2025
2022
Journal
Spam Detection Using Bidirectional Transformers and Machine Learning Classifier Algorithms
Y. Guo, Z. Mustafaoglu, D. Koundal
Journal of Computational and Cognitive Engineering (JCCE), 2022
Journal
LSTM-Based Analysis of Company Sentiments Regarding Cryptocurrencies
Z. Mustafaoglu, N. Bogumill, A. Jumah
Metamorphosis, 2022