E. Mylonas

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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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Eleftherios Mylonas (1)Angelos Kouprizas (1)M. Birbas (1)Michael Birbas (1)

Papers (1)

Aug 13, 2026

Affiliation:2w ago

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space

INT4 quantization can distort the architecture landscape, but a zero-shot FP32 surrogate offers a surprising advantage in maintaining Pareto optimality.

E. Mylonas, Eleftherios Mylonas, Angelos Kouprizas +4

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

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E. Mylonas

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)