Zhongyuan Lyu

Joined

March 2024

Names

Zhongyuan Lyu (Preferred)

Emails

****@columbia.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Data Science Institute, Columbia University (columbia.edu)

2023 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

2023 – 2025

Postdoc Advisor

2023 – 2025

PhD Advisor

2019 – 2023

Expertise

latent class model

2023 – 2024

mixture model

2020 – 2024

network analysis

2019 – 2024

latent variable model

2019 – 2024

Publications

rMultiNet: An R Package For Multilayer Networks Analysis
Ting Li, Zhongyuan Lyu, Chenyu Ren, Dong Xia
- CoRR 2023
- Readers: Everyone
Optimal Clustering of Discrete Mixtures: Binomial, Poisson, Block Models, and Multi-layer Networks
Zhongyuan Lyu, Ting Li, Dong Xia
- CoRR 2023
- Readers: Everyone
Latent Space Model for Higher-Order Networks and Generalized Tensor Decomposition
Zhongyuan Lyu, Dong Xia, Yuan Zhang
- J. Comput. Graph. Stat. 2023
- Readers: Everyone
Optimal Estimation and Computational Limit of Low-rank Gaussian Mixtures
Zhongyuan Lyu, Dong Xia
- CoRR 2022
- Readers: Everyone
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model
Zhongyuan Lyu, Dong Xia
- CoRR 2022
- Readers: Everyone
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition
Bing-Yi Jing, Ting Li, Zhongyuan Lyu, Dong Xia
- Published: 01 Jan 2020, Last Modified: 05 Nov 2023
- CoRR 2020
- Readers: Everyone

Co-Authors