Neural Academic Paper Generation. - Samet Demir; Uras Mutlu; Özgür Özdemir (CoRR, 2019)

DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning. - Samet Demir; Hasan Ferit Eniser; Alper Sen 001 (AISafety@IJCAI, 2020)

Optimal Nonlinearities Improve Generalization Performance of Random Features. - Samet Demir; Zafer Dogan (ACML, 2023)

Studying Generalization Performance of Random Feature Model through Equivalent Models. - Samet Demir; Zafer Dogan (SIU, 2024)

Random Features Outperform Linear Models: Effect of Strong Input-Label Correlation in Spiked Covariance Data. - Samet Demir; Zafer Dogan (CoRR, 2024)

Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure. - Samet Demir; Zafer Dogan (ICLR, 2025)