Ahmed F. AbouElhamayed

According to our database, Ahmed F. AbouElhamayed authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

SplitReason: Learning To Offload Reasoning.

Yash Akhauri, Anthony Fei, Chi-Chih Chang, Ahmed F. AbouElhamayed, Yueying Li, Mohamed S. Abdelfattah

CoRR, April, 2025

TokenButler: Token Importance is Predictable.

Yash Akhauri, Ahmed F. AbouElhamayed, Yifei Gao, Chi-Chih Chang, Nilesh Jain, Mohamed S. Abdelfattah

CoRR, March, 2025

SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs.

Ahmed F. AbouElhamayed, Jordan Dotzel, Yash Akhauri, Chi-Chih Chang, Sameh Gobriel, J. Pablo Muñoz, Vui Seng Chua, Nilesh Jain, Mohamed S. Abdelfattah

CoRR, February, 2025

PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration.

Ahmed F. AbouElhamayed, Angela Cui, Javier Fernández-Marqués, Nicholas D. Lane, Mohamed S. Abdelfattah

ACM Trans. Reconfigurable Technol. Syst., 2025

BitMoD: Bit-serial Mixture-of-Datatype LLM Acceleration.

Yuzong Chen, Ahmed F. AbouElhamayed, Xilai Dai, Yang Wang, Marta Andronic, George A. Constantinides, Mohamed S. Abdelfattah

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

2024

ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models.

Yash Akhauri, Ahmed F. AbouElhamayed, Jordan Dotzel, Zhiru Zhang, Alexander M. Rush, Safeen Huda, Mohamed S. Abdelfattah

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Beyond Inference: Performance Analysis of DNN Server Overheads for Computer Vision.

Ahmed F. AbouElhamayed, Susanne Balle, Deshanand P. Singh, Mohamed S. Abdelfattah

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Are We There Yet? Product Quantization and its Hardware Acceleration.

Javier Fernández-Marqués, Ahmed F. AbouElhamayed, Nicholas D. Lane, Mohamed S. Abdelfattah

CoRR, 2023