Latticethe structure behind the noise

Papers Digest Topics Selected Labs Collections FAQ

Created by Flynn Lachendro

Papers Digest Topics Labs Saved

Search

Search papers, labs, and topics across Lattice.

Built by Flynn Lachendro·𝕏 / Twitter·RSS··FAQ·Glossary·Privacy

Si-Yuan He | Lattice

Si-Yuan He

Papers on Lattice

1

Total citations

0

Topics

2

h-index

0

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Bo-Kai Yang (1)Zi-Wen Gao (1)Yu-Hong Yang (1)

Papers (1)

Sep 3, 2026

Si-Yuan He +32w ago·also Affiliation:

Towards a Statistical Understanding of Mixture-of-Experts

Sparse Top-K routing can optimize expert specialization while controlling computational costs, reshaping our understanding of MoE architectures.

Si-Yuan He, Bo-Kai Yang, Zi-Wen Gao +1

Architecture Design (Transformers, SSMs, MoE)Scaling Laws & Emergent Abilities