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Jing-Yan Li

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Preprint Aug 2026

A Sharp Curvature Threshold for GLMY Path Homology

Let $G$ be a finite simple graph with at least one edge. We prove the sharp vanishing theorem \[ \kappa_{\min}^{\mathrm{LLY}}(G)>\frac12 \quad\Longrightarrow\quad \PathH_1(G;\R)=0. \] Equivalently, nonzero first GLMY path homology forces an edge of Lin--Lu--Yau curvature at most $1/2$. The threshold $1/2$ is sharp and...

Shu-Liang Bai, Jing-Yan Li, Shing-Tung Yau · 0 citations
Dec 2024

IntComplex for High-Order Interactions

The proposed IntComplex establishes a foundational framework for the analysis of topological properties in such high-order interactions, presenting potential to drive forward the advancements in the domain of complex network analysis.

Ran Liu, Xiang Liu, Jing-Yan Li et al. · 0 citations
Open access Aug 2026

TaSC-LLM: A Large Language Model–Enabled Business Intelligence Framework for Topic Analytics in Live-Streaming E-Commerce Systems

Empirical evaluation of TaSC-LLM shows that the proposed framework achieves strong taxonomy coverage, classification accuracy, and agreement with expert annotations, and suggests that LLM-based reasoning can help convert unstructured user-generated text into interpretable topic measures for downstream empirical and man...

Geng Peng, Xiaoxi Wang, Ruoshi Zhang et al. · 0 citations

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