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  • University of Chinese Academy of Sciences
  • Beijing

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Janeyaoo/README.md
  • 👋 Hi, I’m @Janeyaoo, a Ph.D. student at the University of Chinese Academy of Sciences and BIMSA.
  • 🔍 My research interests lie in network resilience, topological data analysis, and persistent homology applications.
  • 🌱 I am currently developing a unified framework that integrates topological invariants into network dismantling and related combinatorial optimization problems.
  • 🧩 My recent work explores using diffusion models augmented with topological information to approximate solutions for large-scale optimization tasks such as TSP (Traveling Salesman Problem) and NDP (Network Dismantling Problem).
  • 📫 Contact: yaojian@bimsa.cn

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  1. Detecting-Change-Points-in-Multivariate-Stock-prices-Using-Topology-data-analysis Detecting-Change-Points-in-Multivariate-Stock-prices-Using-Topology-data-analysis Public

    Our study uses the persistent homology in topological data analysis to construct an indicator to measure changes in financial time series data and establish a time window that can represent local f…

    R 1

  2. A-Topological-Framework-for-Identifying-Structural-Breaks-in-Cross-Asset-Cryptocurrency-Network A-Topological-Framework-for-Identifying-Structural-Breaks-in-Cross-Asset-Cryptocurrency-Network Public

    Real-Time Structural Break Detection in Cryptocurrency Markets Based on Topological Data Analysis

    Jupyter Notebook

  3. Heterogeneous-Behaviors-and-Structural-Resilience-in-Global-Business-Networks Heterogeneous-Behaviors-and-Structural-Resilience-in-Global-Business-Networks Public

    Jupyter Notebook