Samira Nazari

University of Zanjan, Zanjan, Iran

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Mohammad Saeed Almasi (1)Mahdi Taheri (1)Ali Azarpeyvand (1)Ali Mokhtari (1)

Papers (1)

Feb 18, 2026

University of Zanjan3w ago·also Brandenburgische Technische Universität Cottbus, Shahid Bahonar University, Tallinn University of Technology

HAWX: A Hardware-Aware FrameWork for Fast and Scalable ApproXimation of DNNs

Forget exhaustive search: HAWX achieves up to 3 million times speedup in DNN approximation by intelligently integrating heterogeneous approximate computing blocks, guided by multi-level sensitivity analysis.

Samira Nazari, Mohammad Saeed Almasi, Mahdi Taheri +4

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

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Samira Nazari

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)