论文名称

作者

期刊名称

Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data

C Weisser，C Gerloff，A Thielmann，A Python，A Reuter，T Kneib，B Saefken

Computational Statistics

HyQSAT: A Hybrid Approach for 3-SAT Problems by Integrating Quantum Annealer with CDCL

Siwei Tan, Mingqian Yu, Andre Python, Yongheng Shang, Tingting Li, Liqiang Lu, Jianwei Yin

2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA)

Mapping tuberculosis prevalence in Ethiopia using geospatial meta-analysis

Kefyalew Addis Alene, Andre Python, Daniel J. Weiss, Ahmed Elagali, Zeleke Alebachew Wagaw, Andargachew Kumsa, Peter W. Gething, Archie C. A. Clements

International Journal of Epidemiology

Andre Python's contribution to the Discussion of ‘Experimental evaluation of algorithm-assisted human decision-making: application to pretrial public safety assessment’by Imai et al

Python, Andre

Journal of the Royal Statistical Society Series A: Statistics in Society

Fast crystal growth of ice VII owing to the decoupling of translational and rotational ordering

Zhang, Xuan; Yao, Yifeng; Li, Hongyi; Python, Andre; Mochizuki, Kenji;

Communications Physics

Extending regionalization algorithms to explore spatial process heterogeneity

Hao Guo, Andre Python, Yu Liu

International Journal of Geographical Information Science

QuCT: A Framework for Analyzing Quantum Circuit by Extracting Contextual and Topological Features

Siwei Tan, Congliang Lang, Liang Xiang, Shudi Wang, Xinghui Jia, Ziqi Tan, Tingting Li, Jieming Yin, Yongheng Shang, Andre Python, Liqiang Lu, Jianwei Yin

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture

 Estimating heterogeneous treatment effects with right-censored data via causal survival forests

Cui, Y.*, Kosorok, M. R., Sverdrup, E., Wager, S., Zhu, R. (2023)

Journal of the Royal Statistical Society: Series B

 Instrumental variable estimation of the marginal structural Cox model for time-varying treatments

Cui, Y.*, Michael, H., Tanser, F., Tchetgen Tchetgen, E. J. (2023)

Biometrika

Technical Comment on "Policy impacts of statistical uncertainty and privacy"

Cui, Y., Gong, R., Hannig, J., Hoffman, K. (2023)

Science

Optimal treatment regimes for proximal causal learning.

Shen, T., Cui, Y.* (2023)

NeurIPS

Proximal causal learning of conditional average treatment effects

Sverdrup, E.*, Cui, Y.* (2023)

ICML

Pessimistic model selection for offline deep reinforcement learning

Yang, H., Qi, Z., Cui, Y., Chen, P. (2023)

UAI

Bayesian Non-parametric Method for Decision Support: Forecasting Online Product Sales

Wu, Z.(指导学生), Chen, X., and Gao, Z. (2023)

Decision Support Systems

Supervised Kernel Principal Component Analysis for Forecasting

Fang, P.(指导学生), Gao, Z.(通讯), and Tsay, R.S. (2023+)

Finance Research Letters

Testing threshold effect in single-index models

Gao, Z., Mi, Z., and Ling, S.

Statistics and Its Interface

 RAVAR: a curated repository for rare variant-trait associations

1. C. Cao*, …., H.Jiang, G. Wang*, Q. Zhou* (2023).

Nucleic Acids Research

 Plantorganelle Hunter is an effective deep-learning-based method for plant organelle phenotyping in electron microscopy

2. X. Feng#, Z. Yu#, H. Fang, H.Jiang, ….., Y. He*, F. Liu*(2023).

Nature Plants

 Machine learning models for predicting steroid⁃resistant nephrotic syndrome (Webtool)

3. Q. Ye#, Y. Li#, H. Liu#, J. Mao*, H.Jiang* (2023)

Frontiers in Immunology

An Experimental Survey of Missing Data Imputation Algorithms

Xiaoye Miao, Yangyang Wu, Lu Chen, Yunjun Gao, and Jianwei Yin.

IEEE Transactions on Knowledge and Data Engineering (TKDE)

Indexing Metric Spaces for Exact Similarity Search. 

Lu Chen, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu, Xiaoye Miao, and Christian S. Jensen.  

ACM Computing Surveys (CSUR)

Efficient and Effective Cardinality Estimation for Skyline Family

Xiaoye Miao, Yangyang Wu, Jiazhen Peng, Yunjun Gao, and Jianwei Yin.

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)

Jointly Imputing Multi-view Data with Optimal Transport

Yangyang Wu, Xiaoye Miao*, Xinyu Huang, and Jianwei Yin.

Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI)

Pricing Prediction Services for Profit Maximization with Incomplete Information

Huanhuan Peng, Xiaoye Miao*, Lu Chen, Yunjun Gao, and Jianwei Yin.

Proceedings of the International Conference on Data Engineering (ICDE)

An Efficient Generative Data Imputation Toolbox with Adversarial Learning

Yangyang Wu, Xiaoye Miao*, Zilinghan Li, Shilan He, Xinkai Yuan, and Jianwei Yin.

Proceedings of the International Conference on Data Engineering (ICDE)

On Dynamically Pricing Crowdsourcing Tasks

Xiaoye Miao, Huanhuan Peng, Yunjun Gao*, Zongfu Zhang, and Jianwei Yin.

ACM Transactions on Knowledge Discovery from Data (TKDD)

Integrative Large-Scale Data Analysis and Statistical Inference: Past and Future. ICBS conference proceedings for Frontiers of Science Awards

Cai, T. and Sun, W. (2023)

ICBS conference proceedings for Frontiers of Science Awards.

Structure–adaptive sequential testing for online false discovery rate control

Gang, B., Sun, W., and Wang, W (2023)

Journal of the American Statistical Association

False discovery rate control under general dependence by symmetrized data aggregation

Du, L., Guo, X., Sun, W. and Zou, C. (2023)

Journal of the American Statistical Association

Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling

Bei Yang, Jie Gu, Liu Ke, Xiaoxiao Xu, Renjun Xu, Qinghui Sun, Hong Liu

KDD

E(2)-Equivariant Vision Transformer

Renjun Xu, Kaifan Yang, Ke Liu, Fengxiang He

UAI