Hadjer Benmeziane

According to our database, Hadjer Benmeziane authored at least 36 papers between 2021 and 2026.

Collaborative distances:

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

2026

GHL: An Extensible C++ Library for Flexible and Performant Graph Pattern Matching and Rewriting.

Tunaberk Almaci, Corey Lammie, Hadjer Benmeziane, Clément Fournier, Orhun Gorkem, Irem Boybat, William Andrew Simon

Proceedings of the Graph Transformation - 19th International Conference, 2026

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

Aniss Bessalah, Hatem Mohamed Abdelmoumen, Karima Benatchba, Hadjer Benmeziane

Proceedings of the Design, Automation & Test in Europe Conference, 2026

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

Zehao Fan, Yunzhen Liu, Garrett Gagnon, Zhenyu Liu, Yayue Hou, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

Context-Aware Mixture-of-Experts Inference on CXL-Enabled GPU-NDP Systems.

Zehao Fan, Zhenyu Liu, Yunzhen Liu, Yayue Hou, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu

CoRR, December, 2025

SparseST: Exploiting Data Sparsity in Spatiotemporal Modeling and Prediction.

Junfeng Wu, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu, Yinan Wang

CoRR, November, 2025

AnalogNAS-Bench: A NAS Benchmark for Analog In-Memory Computing.

Aniss Bessalah, Hatem Mohamed Abdelmoumen, Karima Benatchba, Hadjer Benmeziane

CoRR, June, 2025

Enhancing Downstream Analysis in Genome Sequencing: Species Classification While Basecalling.

Riselda Kodra, Hadjer Benmeziane, Irem Boybat, William Andrew Simon

CoRR, April, 2025

LionHeart: A Layer-Based Mapping Framework for Heterogeneous Systems With Analog In-Memory Computing Tiles.

Corey Lammie, Yuxuan Wang, Flavio Ponzina, Joshua Alexander Harrison Klein, Hadjer Benmeziane, Marina Zapater, Irem Boybat, Abu Sebastian, Giovanni Ansaloni, David Atienza

IEEE Trans. Emerg. Top. Comput., 2025

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

Athanasios Vasilopoulos, Emma Boulharts, Corey Lammie, Julian Büchel, Hadjer Benmeziane, Manuel Le Gallo, Abu Sebastian

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Analog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance.

H. Tsai, Hadjer Benmeziane, Irem Boybat, Julian Büchel, Pritish Narayanan, Manuel Le Gallo, S. Jain, Athanasios Vasilopoulos, W. Simon, Kohji Hosokawa, M. Ishii, Yasuteru Kohda, A. Chen, Charles Mackin, Kaoutar El Maghraoui, Atsuya Okazaki, Alexander M. Friz, Jose Luquin, Abu Sebastian, V. Narayanan, Geoffrey W. Burr

Proceedings of the IEEE International Memory Workshop, 2025

Analog-AI Hardware Accelerators for Low-Latency Transformer-Based Language Models (Invited).

Geoffrey W. Burr, H. Tsai, Irem Boybat, William Andrew Simon, Julian Büchel, Athanasios Vasilopoulos, Pritish Narayanan, Andrea Fasoli, Kohji Hosokawa, Manuel Le Gallo, M. Ishii, Yasuteru Kohda, Atsuya Okazaki, A. Chen, Charles Mackin, Elena Ferro, Kaoutar El Maghraoui, Hadjer Benmeziane, T. Philicelli, Corey Lammie, Alexander M. Friz, Jose Luquin, S. Jain, Abu Sebastian, V. Narayanan

Proceedings of the IEEE Custom Integrated Circuits Conference, 2025

Hardware-Aware Compilation and Simulation for In-Memory Computing.

Asif Ali Khan, Hadjer Benmeziane, Hamid Farzaneh, João Paulo C. de Lima, William Andrew Simon, Yiyu Shi, Zheyu Yan, Abu Sebastian, X. Sharon Hu, Jerónimo Castrillón, Corey Lammie

Proceedings of the International Conference on Compilers, 2025

2024

Grassroots operator search for model edge adaptation using mathematical search space.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

Future Gener. Comput. Syst., 2024

Combining Neural Architecture Search and Automatic Code Optimization: A Survey.

Inas Bachiri, Hadjer Benmeziane, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi, Abdelkrime Aries

CoRR, 2024

DfuseNAS: A Diffusion-Based Neural Architecture Search.

Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui

Proceedings of the International Joint Conference on Neural Networks, 2024

Medical Neural Architecture Search: Survey and Taxonomy.

Hadjer Benmeziane, Imane Hamzaoui, Zayneb Cherif, Kaoutar El Maghraoui

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation.

Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

A Pre-Search Evaluation Framework for Assessing Search Space Complexity.

Hadjer Benmeziane

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Are Large Language Models Good Neural Architecture Generators for Edge?

Hadjer Benmeziane, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation.

Arnold Caleb Asiimwe, William Das, Hadjer Benmeziane, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

Analog AI as a Service: A Cloud Platform for In-Memory Computing.

Kaoutar El Maghraoui, Kim Tran, Kurtis Ruby, Borja Godoy, Jordan Murray, Manuel Le Gallo-Bourdeau, Todd Deshane, Pablo Gonzalez, Diego Moreda, Hadjer Benmeziane, Corey Liam Lammie, Julian Büchel, Malte J. Rasch, Abu Sebastian, Vijay Narayanan

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

ACM Trans. Archit. Code Optim., June, 2023

Efficient Hardware-aware Neural Architecture Search for Edge Computing. (Optimisation Automatique des Applications d'Apprentissage Profond sur Plateformes Matérielles Edges).

Hadjer Benmeziane

PhD thesis, 2023

Grassroots Operator Search for Model Edge Adaptation.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

CoRR, 2023

Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing.

Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar

CoRR, 2023

Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training.

Hadjer Benmeziane, Amine Ziad Ounnoughene, Imane Hamzaoui, Younes Bouhadjar

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning.

Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing.

Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

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

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices.

Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar

Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for Edge AI, 2023

2022

Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search.

Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui

Proceedings of the International IEEE Symposium on Performance Analysis of Systems and Software, 2022

Real-time style transfer with efficient vision transformers.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022

CaW-NAS: Compression Aware Neural Architecture Search.

Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

A Comprehensive Survey on Hardware-Aware Neural Architecture Search.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang

CoRR, 2021

Hardware-Aware Neural Architecture Search: Survey and Taxonomy.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

Proceedings of the ArabWIC 2021: The 7th Annual International Conference on Arab Women in Computing in Conjunction with the 2nd Forum of Women in Research, 2021