Mohammed Nowaz Rabbani Chowdhury

Papers on Lattice

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

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Hsinyu Tsai (1)Geoffrey W. Burr (1)Kaoutar El Maghraoui (1)Liu Liu (1)

Papers (1)

Mar 3, 2026

Robust Heterogeneous Analog-Digital Computing for Mixture-of-Experts Models with Theoretical Generalization Guarantees

Achieve robust MoE inference on analog hardware without retraining by intelligently offloading only the most noise-sensitive experts to digital compute.

Mohammed Nowaz Rabbani Chowdhury, Hsinyu Tsai, Geoffrey W. Burr +2

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

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Mohammed Nowaz Rabbani Chowdhury

Research focus

Frequent co-authors

Papers (1)