Yanyi Li

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Yanyi Li (1)Yimu Zhang (1)Yimu Zhang (1)Cong Fang (1)

Papers (1)

Feb 26, 2026

2w ago

PRAC: Principal-Random Subspace for LLM Activation Compression and Memory-Efficient Training

SVD meets random projections: PRAC offers a surprisingly effective recipe for compressing LLM activations, slashing memory by 36% while barely impacting performance.

Yanyi Li, Yanyi Li, Yimu Zhang +2

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization

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Yanyi Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)