Hadjer Benmeziane

39 papers A* 2A 1B 2C 3Misc 1Journal 16Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	STARC: Selective Token Access with Remapping and Clustering for Efficient LLM Decoding on PIM Systems. ASPLOS (2) Zehao Fan, Yunzhen Liu, Garrett Gagnon, Zhenyu Liu, Yayue Hou, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu
2025	C	`conf`	A framework for analog-digital mixed-precision neural network training and inference. ISCAS Athanasios Vasilopoulos, Emma Boulharts, Corey Lammie, Julian Büchel, Hadjer Benmeziane, Manuel Le Gallo, Abu Sebastian
2025	—	`conf`	Analog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance. IMW 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
2025	—	`conf`	Analog-AI Hardware Accelerators for Low-Latency Transformer-Based Language Models (Invited). CICC 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
2025	J	`jnl`	AnalogNAS-Bench: A NAS Benchmark for Analog In-Memory Computing. CoRR Aniss Bessalah, Hatem Mohamed Abdelmoumen, Karima Benatchba, Hadjer Benmeziane
2025	J	`jnl`	Context-Aware Mixture-of-Experts Inference on CXL-Enabled GPU-NDP Systems. CoRR Zehao Fan, Zhenyu Liu, Yunzhen Liu, Yayue Hou, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu
2025	J	`jnl`	Enhancing Downstream Analysis in Genome Sequencing: Species Classification While Basecalling. CoRR Riselda Kodra, Hadjer Benmeziane, Irem Boybat, William Andrew Simon
2025	Misc	`conf`	Hardware-Aware Compilation and Simulation for In-Memory Computing. CASES 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
2025	J	`jnl`	LionHeart: A Layer-Based Mapping Framework for Heterogeneous Systems With Analog In-Memory Computing Tiles. IEEE Trans. Emerg. Top. Comput. Corey Lammie, Yuxuan Wang, Flavio Ponzina, Joshua Alexander Harrison Klein, Hadjer Benmeziane, Marina Zapater, Irem Boybat, Abu Sebastian, Giovanni Ansaloni, David Atienza
2025	J	`jnl`	SparseST: Exploiting Data Sparsity in Spatiotemporal Modeling and Prediction. CoRR Junfeng Wu, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu, Yinan Wang
2024	—	`conf`	A Pre-Search Evaluation Framework for Assessing Search Space Complexity. Tiny Papers @ ICLR Hadjer Benmeziane
2024	—	`conf`	Analog AI as a Service: A Cloud Platform for In-Memory Computing. SSE 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
2024	—	`conf`	Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation. Tiny Papers @ ICLR Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui
2024	J	`jnl`	Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation. CoRR Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui
2024	—	`conf`	Are Large Language Models Good Neural Architecture Generators for Edge? EDGE Hadjer Benmeziane, Kaoutar El Maghraoui
2024	J	`jnl`	Combining Neural Architecture Search and Automatic Code Optimization: A Survey. CoRR Inas Bachiri, Hadjer Benmeziane, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi, Abdelkrime Aries
2024	B	`conf`	DfuseNAS: A Diffusion-Based Neural Architecture Search. IJCNN Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui
2024	—	`conf`	EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation. EDGE Arnold Caleb Asiimwe, William Das, Hadjer Benmeziane, Kaoutar El Maghraoui
2024	J	`jnl`	Grassroots operator search for model edge adaptation using mathematical search space. Future Gener. Comput. Syst. Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
2024	A*	`conf`	Medical Neural Architecture Search: Survey and Taxonomy. IJCAI Hadjer Benmeziane, Imane Hamzaoui, Zayneb Cherif, Kaoutar El Maghraoui
2023	—	`conf`	AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. EDGE 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
2023	J	`jnl`	AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. CoRR 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
2023	—	`—`	Efficient Hardware-aware Neural Architecture Search for Edge Computing. (Optimisation Automatique des Applications d'Apprentissage Profond sur Plateformes Matérielles Edges). Hadjer Benmeziane
2023	C	`conf`	FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. ICCD Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi
2023	J	`jnl`	FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. CoRR Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi
2023	J	`jnl`	Grassroots Operator Search for Model Edge Adaptation. CoRR Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
2023	—	`conf`	HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CODAI Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar
2023	J	`jnl`	HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CoRR Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar
2023	J	`jnl`	Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models. ACM Trans. Archit. Code Optim. Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
2023	A	`conf`	Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search. ECAI Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
2023	—	`conf`	Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training. IPDPS Workshops Hadjer Benmeziane, Amine Ziad Ounnoughene, Imane Hamzaoui, Younes Bouhadjar
2023	J	`jnl`	Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training. CoRR Hadjer Benmeziane, Amine Ziad Ounnoughene, Imane Hamzaoui, Younes Bouhadjar
2023	J	`jnl`	Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing. CoRR Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar
2022	C	`conf`	CaW-NAS: Compression Aware Neural Architecture Search. DSD Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui
2022	B	`conf`	Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search. ISPASS Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui
2022	—	`conf`	Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
2021	J	`jnl`	A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang
2021	—	`conf`	Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. ArabWIC Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
2021	A*	`conf`	Hardware-Aware Neural Architecture Search: Survey and Taxonomy. IJCAI Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang