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Yirui Liu | Lattice

Yirui Liu

Papers on Lattice

1

Total citations

0

Topics

3

h-index

1

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Ruoling Qi (1)Xuaner Wu (1)Xiangyu Wang (1)Ming Li (1)

Papers (1)

Apr 2, 2026

Ruoling Qi +8Apr 2, 2026

Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression

Forget slow, suboptimal SVD compression: Swift-SVD delivers theoretically optimal low-rank LLM compression with 3-70x speedups.

Ruoling Qi, Yirui Liu, Xuaner Wu +6

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization

Chen Chen (1)

Qizhen Weng (1)