Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling. - George Plastiras; Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (AICAS, 2020)

Operation and Topology Aware Fast Differentiable Architecture Search. - Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (ICPR, 2020)

Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report. - Andrey Ignatov; Grigory Malivenko; Radu Timofte; Sheng Chen; Xin Xia 014; Zhaoyan Liu; Yuwei Zhang; Feng Zhu; Jiashi Li; Xuefeng Xiao 001; Yuan Tian; Xinglong Wu; et al. (CoRR, 2021)

True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery. - Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (CAIP (1), 2023)

Efficient Global Neural Architecture Search. - Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (SN Comput. Sci., 2025)