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Jie Liu | Lattice

Jie Liu

Papers on Lattice

1

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0

Topics

3

h-index

2

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

Frequent co-authors

Huanzhi Pu (1)Zhiru Zhang (1)

Papers (1)

Apr 20, 2026

Jie Liu +2Apr 20, 2026

AsyncSparse: Accelerating Sparse Matrix-Matrix Multiplication on Asynchronous GPU Architectures

Asynchronous GPU features like NVIDIA's TMA can unlock up to 6x speedups in sparse matrix multiplication, but only with careful kernel co-design.

Jie Liu, Huanzhi Pu, Zhiru Zhang

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Training Efficiency & Optimization