Jan Klhufek

According to our database, Jan Klhufek authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

TRAPTI: Time-Resolved Analysis for SRAM Banking and Power Gating Optimization in Embedded Transformer Inference.

Jan Klhufek, Alberto Marchisio, Vojtech Mrazek, Lukás Sekanina, Muhammad Shafique

CoRR, April, 2026

Evolving Memory-Aware Schedules for Transformer Inference on Systolic Array Accelerators.

David Sedlak, Jan Klhufek, Vojtech Mrazek

Proceedings of the Applications of Evolutionary Computation - 29th European Conference, 2026

2025

TransInferSim: Toward Fast and Accurate Evaluation of Embedded Hardware Accelerators for Transformer Networks.

Jan Klhufek, Alberto Marchisio, Vojtech Mrazek, Lukás Sekanina, Muhammad Shafique

IEEE Access, 2025

Efficient Scheduling of Transformer Neural Network Computation for Edge-AI Deployment.

David Sedlak, Jan Klhufek, Vojtech Mrazek, Zdenek Vasícek

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

Inference Energy Analysis in Context of Hardware-Aware NAS.

Michal Pinos, Jan Klhufek, Vojtech Mrazek, Lukás Sekanina

Proceedings of the 28th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2025

2024

Exploring Quantization and Mapping Synergy in Hardware-Aware Deep Neural Network Accelerators.

Jan Klhufek, Miroslav Safar, Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina

Proceedings of the 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems, 2024

2022

ArithsGen: Arithmetic Circuit Generator for Hardware Accelerators.

Jan Klhufek, Vojtech Mrazek

Proceedings of the 25th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2022