Hadjer Benmeziane

Publications

• Analog In-Memory Computing for Large Language Model Inference: Opportunities and Challenges

  • • A. Vasilopoulos
    • Hadjer Benmeziane
    • et al.
  • 2026
  • IMW 2026

  Conference paper

• HILAL: Hessian-Informed Layer Allocation for Heterogeneous Analog–Digital Inference

  • • Aniss Bessalah
    • Hatem Mohamed Abdelmoumen
    • et al.
  • 2026
  • DATE 2026

  Conference paper

• STARC: Selective Token Access with Remapping and Clustering for Efficient LLM Decoding on PIM Systems

  • • Zehao Fan
    • Yunzhen Liu
    • et al.
  • 2026
  • ASPLOS 2026

  Conference paper

• A framework for analog-digital mixed-precision neural network training and inference

  • • A. Vasilopoulos
    • Emma Boulharts
    • et al.
  • 2025
  • ISCAS 2025

  Talk

• Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators

  • • Hadjer Benmeziane
    • Corey Liam Lammie
    • et al.
  • 2024
  • NeurIPS 2024

  Workshop paper

• Architecture and Programming of Analog In-Memory-Computing Accelerators for Deep Neural Networks

  • • Sidney Tsai
    • Pritish Narayanan
    • et al.
  • 2024
  • IPDPS 2024

  Workshop paper

• Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search

  • • Hadjer Benmeziane
    • Kaoutar El Maghraoui
    • et al.
  • 2023
  • ECAI 2023

  Conference paper