• 姓名:
  • 职位:
  • 电话:
  • 邮件:
  • 所属:
  • 主要专业方向:
  • 张博
  • 副教授
  • wbchpmp@ustc.edu.cn
  • 统计与金融系
  • 概率与统计
English

2017年于新加坡南洋理工大学获得博士学位。

2017年4月至2019年8月于澳大利亚莫纳什大学从事博士后工作。

2019年9月加入管理学院统计与金融系。

研究方向:大维随机矩阵、高维时间序列和复杂网络问题。统计方法在经管学科的应用。


1. Han Xiao. Pan Guangming. and Zhang Bo(2016). The Tracy-Widom law for the largest eigenvalue of F type matrices. Annals of Statistics, 44(4), 1564-1592


2. Zhang Bo, Pan Guangming and Gao Jiti(2018). CLT for Largest Eigenvalues and Unit Root Tests for High-Dimensional Nonstationary Time Series. Annals of Statistics, 46(5), 2186-2215.


3. Zhang Bo, Pan Guangming, Yao Qiwei and Zhou Wang(2024). Factor Modeling for Clustering High-dimensional Time Series. JASA, 119(546), 1252-1263.


4. Zhang Bo, Gao Jiti, Pan Guangming* and Yang Yanrong(2025+). Identifying the structure of high-dimensional time series via eigen-analysis. JASA,

https://doi.org/10.1080/01621459.2025.2507436

.

5. Zhang Bo, Zhang Zhixiang* and Pan Guangming. Estimating the number of significant components in high-dimensional PCA. Biometrika. accepted.


6. Zhang Bo (2024). Bo Zhang’s contribution to the Discussion of the Discussion Meeting on Probabilistic and statistical aspects of machine learning, Journal of the Royal Statistical Society Series B-Statistical Methodology, 86(2),309-310.


7. Tian Hanyang, Zhang Bo*, Jiang Ruixue* and Han Xiao(2023). A New Preferential Model With Homophily for Recommender Systems. Statistica Sinica. DOI:10.5705/ss.202022.0136.


8.  Zhang Bo*, Hao Sixing and Yao Qiwei(2023). Blind Source Separation over Space: An Eigenanalysis Approach. Statistica Sinica. DOI:10.5705/ss.202023.0157


9. He Lingyu, Yang Yanrong and Zhang Bo*(2023). Robust PCA for high dimensional data based on characteristic transformation. Australian & New Zealand Journal of Statistics. 65(2), 127-151.


10. Zhang Bo, Tian Hanyang, Yao Chi, Pan Guanming*(2024). A New Model for Preferential Attachment Scheme with Time-Varying Parameters. Journal of Statistical Physics,191:90.


11. Wu Jie, Zhang Bo, Li Daoji*, Zheng Zemin (2025+). Simultaneous Heterogeneity and Reduced-Rank Learning for Multivariate Response Regression. Journal of Multivariate Analysis. Accepted.




Working Paper:


1. Chen Huayun*, Zhang Bo and Pan Guangming. Estimation and Inference on Proportion of Explained Variation with Possible Supplementary Covariate Data. Subbmitted to JASA, under 2nd round revision.

2. Sun Tianyi, Zhang Bo*, Jin Baisuo and Wu Yuehua. MIXED MEMBERSHIP NETWORK WITH THE AUTOREGRESSIVE STRUCTURE. Submitted to Statistica Sinica, Minor revision.











本科生研究指导:对高维统计或复杂网络有兴趣的同学。对统计方法在经管学科的应用有兴趣的同学(与有相关学科顶刊发表经验的学者共同指导)。

本科生毕业设计:倾向于指导计划未来从事高维统计或复杂网络研究的同学。






扫码浏览