Research

2024

1. CPC

   Partial recovery and weak consistency in the non-uniform hypergraph stochastic block model

   Ioana Dumitriu, Hai-Xiao Wang, and Yizhe Zhu

   Combinatorics, Probability and Computing, 2024

   DOI arXiv Bib

   @article{Dumitriu2024PartialRA,
     title = {Partial recovery and weak consistency in the non-uniform hypergraph stochastic block model},
     doi = {10.1017/S0963548324000166},
     journal = {Combinatorics, Probability and Computing},
     author = {Dumitriu, Ioana and Wang, Hai-Xiao and Zhu, Yizhe},
     year = {2024},
     pages = {1–51}
   }

2. ICML 2024

   Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks

   Hai-Xiao Wang, and Zhichao Wang

   In Forty-first International Conference on Machine Learning, 2024

   DOI Bib

   @inproceedings{Wang2024OptimalER,
     title = {Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks},
     doi = {https://openreview.net/forum?id=8m4V6Fx6ma},
     author = {Wang, Hai-Xiao and Wang, Zhichao},
     booktitle = {Forty-first International Conference on Machine Learning},
     year = {2024}
   }

2023

1. 

   Optimal and exact recovery on general non-uniform Hypergraph Stochastic Block Model

   Ioana Dumitriu, and Hai-Xiao Wang

   2023

   arXiv Bib

   @iarxiv{Dumitriu2023OptimalAE,
     title = {Optimal and exact recovery on general non-uniform Hypergraph Stochastic Block Model},
     journal = {Major revision submitted in Annals of Statistics},
     author = {Dumitriu, Ioana and Wang, Hai-Xiao},
     year = {2023},
   }

2. Arxiv

   Strong consistency and optimality of spectral clustering in symmetric binary non-uniform Hypergraph Stochastic Block Model

   Hai-Xiao Wang

   2023

   arXiv Bib

   @article{Wang2023StrongCO,
     title = {Strong consistency and optimality of spectral clustering in symmetric binary non-uniform Hypergraph Stochastic Block Model},
     author = {Wang, Hai-Xiao},
     year = {2023}
   }