Lukas Frickenstein

BMW Group

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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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Shambhavi Balamuthu Sampath (1)Behzad Shomali (1)Nael Fasfous (1)Moritz Thoma (1)

Papers (1)

Jul 13, 2026

Jul 13, 2026·also BMW Group, Bonn

HiFi-LLP: High-Fidelity, Low-Cost Latency Predictors with Confidence for Robust HW-NAS

Achieving up to 9 percentage points improvement in latency prediction accuracy, HiFi-LLP revolutionizes hardware-aware neural architecture search efficiency.

Shambhavi Balamuthu Sampath, Behzad Shomali, Nael Fasfous +9

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

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Lukas Frickenstein

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)