Publications

44 results for Kaoutar El Maghraoui

Analog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance
- - Sidney Tsai
  - Hadjer Benmeziane
  - et al.
- 2025
- IMW 2025
Analog-AI Hardware Accelerators for low-latency Transformer-based Language Models (Invited)
- - Geoffrey Burr
  - Sidney Tsai
  - et al.
- 2025
- CICC 2025
NORA: Noise-Optimized Rescaling of LLMs on Analog Compute-in-Memory Accelerators
- - Yayue Hou
  - Sidney Tsai
  - et al.
- 2025
- DATE 2025
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- - Hadjer Benmeziane
  - Corey Liam Lammie
  - et al.
- 2024
- NeurIPS 2024
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing
- - Julian Büchel
  - William Simon
  - et al.
- 2024
- NeurIPS 2024
Medical Neural Architecture Search: Survey and Taxonomy
- - Hadjer Benmeziane
  - Imane Hamzaoui
  - et al.
- 2024
- IJCAI 2024
Grassroots operator search for model edge adaptation using mathematical search space
- - Hadjer Benmeziane
  - Kaoutar El Maghraoui
  - et al.
- 2024
- Future Generation Computer Systems
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
- - Mohammed Nowaz Rabbani Chowdhury
  - Meng Wang
  - et al.
- 2024
- ICML 2024
EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation
- - Arnold Asiimwe
  - William Das
  - et al.
- 2024
- EDGE 2024
Are Large Language Models Good Neural Architecture Generators for Edge?
- - Hadjer Benmeziane
  - Kaoutar El Maghraoui
- 2024
- EDGE 2024