Zhengyi Yu

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Multimodal Models (1)

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Zheng Yu (1)

Papers (1)

Jul 9, 2026

Zhengyi Yu +14d ago

On the Limitations of Non-GPU AI Accelerators for Large-Model Inference: A Field Study of MoE and Multimodal Serving on Huawei Ascend

Migrating large-model inference to non-GPU accelerators like Huawei Ascend reveals eight critical limitations that could derail performance and reliability.

Zhengyi Yu, Zheng Yu

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Multimodal Models

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Zhengyi Yu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)