Publications

All publications can be found here. A list of recent publications is found below.

Reducing Compute Waste in LLMs through Kernel-Level DVFS (2026). [Working paper › Preprint]. ArXiv.org. Spaan, J., Chen, K.-H. & Varbanescu, A.-L.
Wedge-Parallel Triangle Counting for GPUs (2026). In Euro-Par 2025: Parallel Processing - 31st European Conference on Parallel and Distributed Processing, 2025, Proceedings (pp. 3-17) (Lecture Notes in Computer Science; Vol. 15902). Springer. Spaan, J., Chen, K.-H., Bader, D. A. & Varbanescu, A.-L.
Spike-based neuromorphic computing: An overview from bio-inspiration to hardware architectures and learning mechanisms (2025). Microprocessors and microsystems. Article 105240 (E-pub ahead of print/First online). Gebregiorgis, A., Yousefzadeh, A., Eissa, S., Siddiqi, M. A., Frenkel, C., Zenke, F., Bohte, S., Mahmoud, A. N., Das, A., Hamdioui, S., Corporaal, H. & Corradi, F.
Applying AI for and on Hardware: Cross-Layer Approaches for Security and Efficiency (2025). In 2025 37th International Conference on Microelectronics (ICM) (pp. 1-10). Article 11322515 (Proceedings of the International Conference on Microelectronics, ICM; Vol. 2025). IEEE Advancing Technology for Humanity. Nassar, H., Sikal, M. B., Biebert, D., Hakert, C., Khdr, H., Lang, M., Schmid, L., Pauly, M., Gonzalez, J., Chen, K.-H., Chen, J.-J. & Henkel, J.
Toward Approximate Computing for Deep Learning in Embedded Systems: A Systematic Literature Review (2025). IEEE Access, 13, 210863-210891. Rasheed, Y., Anwar, M. W., Gillani, G. A. & Ottavi, M.
Editorial: Algorithm-hardware co-optimization in neuromorphic computing for efficient AI (2025). Frontiers in Neuroscience, 19, 01-03. Article 1746610. Yousefzadeh, A., Patiño-Saucedo, A., De Croon, G. & Sifalakis, M.
A novel multi-objective approach to user-centric energy management systems (2025). Energy Reports, 14, 185-204. Ahmadi, B., Hoogsteen, G., Zawadzki, P., Gerards, M. E. T., Radziszewska, W., Bykuć, S. & Hurink, J. L.
A novel user-centric decentralized multi-objective energy management system for energy communities (2025). Sustainable Energy, Grids and Networks, 44. Article 101936. Ahmadi, B., Pappu, A., Hoogsteen, G., Gerards, M. E. T. & Hurink, J. L.
Fast and accurate deep learning scans for signatures of natural selection in genomes using FASTER-NN (2025). Communications Biology, 8(1). Article 58. van den Belt, S. & Alachiotis, N.
LazyTick: Lazy and Efficient Management of Job Release in Real-Time Operating Systems (2025). ACM transactions on embedded computing systems, 24(5), 1-25. Article 142. Heider, K., Hakert, C., Chen, K.-H. & Chen, J.-J.
Methods for selective sweep detection using convolutional neural networks (2025). [Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Zhao, H.
Efficient Tracking Algorithm Evaluations through Multi-Level Reduced Simulations (2025). In 27th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2024): Kraków, Poland, October 19-25, 2024. Article 01289 (EPJ Web of Conferences; Vol. 337). EDP Sciences. Odyurt, U., Varbanescu, A.-L. & Caron, S.
TrackCore-F: Deploying Transformer-Based Subatomic Particle Tracking on FPGAs (2025). [Working paper › Preprint]. ArXiv.org. Blankestijn, A., Odyurt, U. & Yousefzadeh, A.
Relating Electric Vehicle Charging to Speed Scaling with Job-Specific Speed Limits (2025). Operations research (E-pub ahead of print/First online). Winschermann, L., Antoniadis, A., Gerards, M. E. T., Hoogsteen, G. & Hurink, J. L.
Memristor based Gas Sensor: Sensitivity and Timing Analysis (2025). In 2025 International Conference on Sensors and Related Networks, SENNET 2025 - Special Focus on Digital Healthcare (64220). IEEE. Karnam, S., Kanabaragi, S. V., Hullyal, S. S., Ottavi, M. & Gupta, V.
Accelerated Phylogenetics on the AMD Versal Adaptive SoC (2025). ACM Transactions on Reconfigurable Technology and Systems, 18(3). Article 41. Roks, G., Ruiz Noguera, M. & Alachiotis, N.
Memory Wall is not gone: A Critical Outlook on Memory Architecture in Digital Neuromorphic Computing (2025). In IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025 - Conference Proceedings (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI). IEEE. Yousefzadeh, A., Sohail, S. & Varbanescu, A. L.
Bloom Filters for Soft Error Detection: Neutron and Fault Injection Validation (2025). In 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS). Cishugi, E. S., Smit, T. T., Endres Forlin, B., Cazzaniga, C., Chen, K.-H. & Ottavi, M.
Embracing Load Imbalance for Energy Optimizations: A Case-Study (2025). In Proceedings - 2025 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2025 (pp. 405-412). IEEE. Van Dijk, J., Zavodszky, G., Varbanescu, A. L. & Pimentel, A.
Exploring the AMD^®Deep Learning Processor Unit for Accelerating Selective Sweep Detection (2025). In Proceedings - 2025 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2025 (pp. 949-958). IEEE. Alachiotis, N. & Souilljee, M.