晁越

个人信息Personal Information

教师英文名称：Yue Chao

出生日期：1996-09-27

入职时间：2026-07-15

学位：理学博士学位

办公地点：交大犀浦校区3教 30455室

性别：男

在职信息：在岗

主要任职：助理教授

毕业院校：苏州大学

所在单位：数学学院

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报考该导师研究生的方式

欢迎你报考晁越老师的研究生，报考有以下方式：

1、参加西南交通大学暑期夏令营活动，提交导师意向时，选择晁越老师，你的所有申请信息将发送给晁越老师，老师看到后将和你取得联系，点击此处参加夏令营活动

2、如果你能获得所在学校的推免生资格，欢迎通过推免方式申请晁越老师研究生，可以通过系统的推免生预报名系统提交申请，并选择意向导师为晁越老师，老师看到信息后将和你取得联系，点击此处推免生预报名

3、参加全国硕士研究生统一招生考试报考晁越老师招收的专业和方向，进入复试后提交导师意向时选择晁越老师。

4、如果你有兴趣攻读晁越老师博士研究生，可以通过申请考核或者统一招考等方式报考该导师博士研究生。

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正在投稿的论文

注: *通讯作者；†所有作者同等贡献，并按作者姓氏字母顺序排列；#共同第一作者。
- Mengyu Wang, Yue Chao#, Wei Zhong*. Modal Tensor Regression: Robust Learning of Representative Structure in Skewed Tensor Data. Submitted to Journal of Multivariate Analysis. Revise and Resubmit.
- Yue Du, Yue Chao*. Moment-Free Robust Distributed Reduced-Rank Regression in High Dimensions. Submitted to Journal of Multivariate Analysis. Revise and Resubmit.
- Lei Huang, Yue Chao^#, Xiaoyan Li, Changyue Wu*. Multi-Source Risk Assessment on Distributed Systems via Pilot Sampling-Fused Survival Modeling. Submitted to Expert Systems with Applications. Under Review.
- Changyue Wu, Wei Zhong, Yue Chao, Qixian Zhong*. FedCox: Federated Locally-adaptive Cox Proportional Hazards Models. Submitted to Statistica Sinica. Under Review.
- Yue Chao, Wenfei Liu*. Rao-Blackwellized Optimal Subsampling with Multi-Resolution Partitioning in Large-Scale Softmax Regression. Submitted to Statistics and Computing. Under Review.

已发表的论文成果

注: *通讯作者；†所有作者同等贡献，并按作者姓氏字母顺序排列；#共同第一作者。
- Yue Chao, Xiaochao Xia*, and Wei Zhong†. Communication-Efficient Pilot Estimation for Non-Randomly Distributed Data in Diverging Dimensions[J]. Journal of Computational and Graphical Statistics, 35(1): 155–172, 2026. DOI: https://doi.org/10.1080/10618600.2025.2513964.
- Ziqian Qin, Yue Chao#, and Xuejun Ma*. Distributed Quadratic Interpolation Estimation for Large-Scale Quantile Regression[J]. Journal of Parallel and Distributed Computing. 210:105214, 2025. DOI: https://doi.org/10.1016/j.jpdc.2025.105214.
- Yizhen Zhao, Xuejun Ma, and Yue Chao*. Spatial Lag Quantile Regression in Compositional Data[J]. Communications in Statistics - Simulation and Computation, 54(12): 5123–5138, 2025. DOI: https://doi.org/10.1080/03610918.2024.2436011.
- Xiaofei Wu, Yue Chao#, Shi Tang, Rongmei Liang, and Zhimin Zhang*. Feature Splitting Parallel Algorithm for Dantzig Selectors[J]. Statistics and Computing, 35:116, 2025. DOI: https://doi.org/10.1007/s11222-025-10658-y.
- Zhaodu Zhang, Yue Chao, and Xuejun Ma*. Robust Distributed Estimation for Modal Regression under Least Squares Approximation[J]. ACM Transactions on Knowledge Discovery from Data, 19(6): 1-21, 2025. DOI: https://doi.org/10.1145/3742477.
- Yue Chao, Lei Huang, and Xuejun Ma*†. Distributed Optimization for Penalized Regression in Massive Compositional Data[J]. Applied Mathematical Modelling, 141: 115950, 2025. DOI:https://doi.org/10.1016/j.apm.2025.115950.
- Yue Chao, Xuejun Ma*, and Boya Zhu. Distributed Optimal Subsampling for Quantile Regression with Massive Data[J]. Journal of Statistical Planning and Inference, 233: 106186, 2024. DOI: https://doi.org/10.1016/j.jspi.2024.106186.
- Jingren Chen, Xuejun Ma, and Yue Chao*. Testing Independence for Multivariate Time Series via Auto Multivariate Distance Covariance[J]. Communications in Statistics-Theory and Methods, 54(5), 1397–1409, 2024. DOI: https://doi.org/10.1080/03610926.2024.2338418.
- Yue Chao, Lei Huang, Xuejun Ma*, and Jiajun Sun. Optimal Subsampling for Modal Regression in Massive Data[J]. Metrika, 87: 379–409, 2024. DOI: https://doi.org/10.1007/s00184-023-00916-2.
- Lin Shen, Yue Chao, and Xuejun Ma*. Distributed Quantile Regression in Decentralized Optimization[J]. Information Sciences, 643: 119259, 2023. DOI: https://doi.org/10.1016/j.ins.2023.119259.
- Yue Chao, Xuejun Ma, Yaguang Li, and Lei Huang*. A Penalized Estimation for the Cox Model with Ordinal Multinomial Covariates[J]. Journal of Statistical Computation and Simulation, 92(6): 1194-1223, 2022. DOI: https://doi.org/10.1080/00949655.2021.1989692.
- 晁越, 谭雨昕, 许丹, 黄磊*. 关于含顺序类别解释变量的Logistic回归模型研究[J]. 统计与信息论坛, 36(03): 20-31, 2021.
- Lei Huang, Weiqiang Hang*, and Yue Chao. High-dimensional Regression with Ordered Multiple Categorical Predictors[J]. Statistics in Medicine, 39(3): 294-309, 2020. DOI: https://doi.org/10.1002/sim.8400.

科研项目

- 2025年度国家资助博士后研究人员计划, 具备异质性感知的多源数据整合学习: 建模与推断, 中国博士后科学基金会, GZC20252103, 24万。