Danyang Zhuo

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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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Xueshen Liu (1)Yongji Wu (1)Yuncheng Yao (1)Yuncheng Yao (1)

Papers (1)

Apr 8, 2026

1w ago·also BAIR

Foundry: Template-Based CUDA Graph Context Materialization for Fast LLM Serving Cold Start

Cut LLM cold starts from minutes to seconds by pre-materializing CUDA graph execution contexts, sidestepping brittle kernel patching and heavyweight checkpointing.

Xueshen Liu, Yongji Wu, Yuncheng Yao +6

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

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Danyang Zhuo

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)