Hanqi Lyu

Papers on Lattice

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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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Alish Kanani (1)Sangwan Lee (1)Sang-Won Lee (1)Han Lyu (1)

Papers (1)

Mar 16, 2026

2w ago

DUET: Disaggregated Hybrid Mamba-Transformer LLMs with Prefill and Decode-Specific Packages

Hybrid Mamba-Transformer models can get 4x faster time to first token and 1.4x higher throughput by disaggregating prefill and decode phases onto specialized accelerator packages.

Alish Kanani, Sangwan Lee, Sang-Won Lee +6

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

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Hanqi Lyu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)