Muhammad Abdullah Hanif

ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining

Vojtěch Mrázek, Zdeněk Vašíček, Lukáš Sekanina et al. · 2019 · 126 citations · Full text

Engineering, Computer Engineering, Computer Science +17

Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks

Khadija Shaheen, Muhammad Abdullah Hanif, Osman Hasan et al. · Journal of Intelligent & Robotic Systems · 2022 · 107 citations

Computing, Autonomous Systems, Computer Science +14

An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era

Muhammad Shafique, Theocharis Theocharides, Christos-Savvas Bouganis et al. · 2018 · 98 citations · Full text

Computing, Computer Science, Computer Systems +14

Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges

Alberto Marchisio, Muhammad Abdullah Hanif, Faiq Khalid et al. · 2019 · 91 citations · Full text

Computing, Computer Engineering, Computer Science +17

Robust Machine Learning Systems: Reliability and Security for Deep Neural Networks

Muhammad Abdullah Hanif, Faiq Khalid, Rachmad Vidya Wicaksana Putra et al. · 2018 · 74 citations

Computing, Autonomous Systems, Computer Science +16