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Kexin Chu | Lattice

Kexin Chu

Papers on Lattice

1

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0

Topics

2

Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)Open-Source Models & Weights (1)

Frequent co-authors

Kexin Chu (1)Yang Zhou (1)Yang Zhou (1)Wei Zhang (1)

Papers (1)

May 28, 2026

Kexin Chu +43d ago

MarginGate: Sparse Margin-Triggered Verification for Batch-Invariant LLM Inference

Deterministic LLM inference gets a 2x speedup by verifying only the 1% of tokens with shaky confidence.

Kexin Chu, Kexin Chu, Yang Zhou +2

Inference & Quantization Open-Source Models & Weights