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Matthew Harper Langston | Lattice

Matthew Harper Langston

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

Frequent co-authors

Luoming Zhang (1)Yuwei Ren (1)Kui Zhang (1)Tian Liu (1)

Papers (1)

Jun 4, 2026

Luoming Zhang +91w ago

When Good Enough Is Optimal: Multiplication-Only Matrix Inversion Approximation for Quantized Gated DeltaNet

Achieving a 5× speedup in kernel-level operations while maintaining accuracy could revolutionize long-context modeling efficiency on NPUs.

Luoming Zhang, Yuwei Ren, Kui Zhang +7

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

Lingjuan Ge (1)

Weiliang Will Zeng (1)