SG

Shilei Gu

cs.AIcs.DC

On Valency

published · living versions

W_wdj6ccbs·v1 · currentpublished

Toward Collective Model Intelligence: Characterizing and Coordinating Models

with SinapisAI Team, Jian-Dong Liu, Qun Dai, Zhendong Du +25

1 version

Preprints & journals

2 papers in the corpus · 2026

Toward Collective Model Intelligence: Characterizing and Coordinating Models2610.24739v1 · SinapisAI Team: Jian-Dong Liu, Qun Dai, Zhendong Du et al.2026 · 0 citationsarXivon Valency

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training2608.03676v1 · Lingyun Zhang, Henghua Zhang, Shilei Gu et al.2026 · 0 citationsarXiv

Career total: 2 works. 2 are in this corpus.

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