GB

Gelin Bian

cs.AI

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

Routing Should Pay for Itself: Sparse Supervision for Economical LLM Routing2609.37402v1 · Guannan Lai, Gelin Bian, Hao-Xuan Ma et al.2026 · 0 citationsarXiv

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

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