From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation
S. Wermuth, Q.A. Ahmed, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.

Bridging the Gap Between AI Quantization and Edge Deployment: IN and IN on the Edge
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: NeurIPS 2025  (Ed.), The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025, San Diego, CA, USA., 2025.

DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis
H. Attaullah, S. Sanaullah, A. Peters, Q.A. Ahmed, J. Baudisch, T. Jungeblut, Frontiers in Neuroscience 19 (2025).

Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, in: Institute of Electrical and Electronics Engineers (IEEE) (Ed.), 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), IEEE, 2025, pp. 115–118.

NNXC: Neural Network Meets Approximate Computing
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in:  Institute for Data Science Solutions, Bielefeld, 2025.

MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications
Q.A. Ahmed, D.M. Mughal, D. Munir, H.D. Schotten, T. Jungeblut, S.-H. Kim, M.Y. Chung, in: arXiv, 2025.

Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.

AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.

Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements
J. Leuering, F. Jalil, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, n.d.

RelaX: Reliability Assessment in Approximate Circuits
Q.A. Ahmed, S. Sadeghi-Kohan, M. Awais, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: 2024.

Post-configuration Activation of Hardware Trojans in FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security 8 (2024) 79–93.

Ensemble learning approach for advanced metering infrastructure in future smart grids
M. Irfan, N. Ayub, F. Althobiani, S. Masood, Q.A. Ahmed, M.H. Saeed, S. Rahman, H. Abdushkour, M.E. Gommosani, V.R. Shamji, S.N. Faraj Mursal, PLOS ONE 18 (2023).

MAAS: Hiding Trojans in Approximate Circuits
Q.A. Ahmed, M. Awais, M. Platzner, in: IEEE (Ed.), 2023 24th International Symposium on Quality Electronic Design (ISQED), IEEE, 2023, pp. 1–6.

Improved Learning-Based Design Space Exploration for Approximate Instance Generation
M.A. Rajput, S. Alyami, Q.A. Ahmed, H. Alshahrani, Y. Asiri, A. Shaikh, IEEE Access 11 (2023) 18291–18299.

AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm
M. Irfan, N. Ayub, Q.A. Ahmed, S. Rahman, M.S. Bashir, G. Nowakowski, S.M. Alqhtani, M. Sieja, Electronics 12 (2023).

On the Detection and Circumvention of Bitstream-level Trojans in FPGAs
Q.A. Ahmed, M. Platzner, in: IEEE (Ed.), 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), IEEE, 2022, pp. 434–439.

Malicious Routing: Circumventing Bitstream-level Verification for FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, in: IEEE (Ed.), 2021 Design, Automation &; Test in Europe Conference &; Exhibition (DATE), IEEE, 2021, pp. 1490–1495.

Hardware Trojans in Reconfigurable Computing
Q.A. Ahmed, in: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2021, pp. 1–2.

Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan
Q.A. Ahmed, T. Wiersema, M. Platzner, in: C. Hochberger, B. Nelson, A. Koch, R. Woods, P. Diniz (Eds.), Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, Springer International Publishing, Cham, 2019, pp. 127–136.

Process to enhance the quality of software requirement specification document
S.W. Ali, Q.A. Ahmed, I. Shafi, in: IEEE (Ed.), 2018 International Conference on Engineering and Emerging Technologies (ICEET), IEEE, 2018, pp. 1–7.