Improving the Robustness of Neural Networks Using K-Support Norm Based Adversarial Training. - Sheikh Waqas Akhtar; Saad Rehman; Mahmood Akhtar; Muazzam Ali Khan; Farhan Riaz; Qaiser Chaudry; Rupert C. D. Young (IEEE Access, 2016)

Physics-integrated generative modeling using attentive planar normalizing flow based variational autoencoder. - Sheikh Waqas Akhtar (CoRR, 2024)

On Tuning Neural ODE for Stability, Consistency and Faster Convergence. - Sheikh Waqas Akhtar (SN Comput. Sci., 2025)