Papers You can also find my articles on my Google Scholar profile. 2024 Statistical Inference for decentralized Federated Learning Gu, J, Chen S.X. The Annals of Statistics (AoS), 2024 Paper 2023 Real-World COVID-19 Vaccine Protection Rates against Infection in the Delta and Omicron Eras Zhu, Y., Gu, J, Qiu, Y., Chen, S.X. Research, 2023 Paper 2023 FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation Gu, J, Tang, C., Yan, H., Cui, Q., Li, L., Zhou, J. Advances in Neural Information Processing Systems (NeurIPS), 2023 Paper 2023 Distributed Statistical Inference under Heterogeneity Gu, J, Chen S.X. Journal of Machine Learning Research (JMLR), 2023 Paper 2023 Estimating COVID-19 Vaccine Protection Rates Via Dynamic Epidemiological Models–A Study Of Ten Countries Zhu, Y., Gu, J, Qiu, Y., Chen, S.X. Annals of Applied Statistics (AOAS), 2023 Paper 2021 The Effect of Population Migration and Wuhan Lockdown on the Control of COVID-19 Based on vSEIdRm Model (in Chinese) Gu, J, Chen, S.X., Dong, Q., Qiu, Y. Statistical Research （统计研究）, 2021 Paper 2021 Better strategies for containing COVID-19 pandemic: a study of 25 countries via a vSIADR model Yan, H., Zhu, Y., Gu, J, Huang, Y., Sun, H., Zhang, X., Wang, Y., Qiu, Y., Chen, S.X. Proceedings of the Royal Society A (Proc. R. Soc. A), 2021 Paper 2020 Comparing Containment Measures among Nations by Epidemiological Effects of COVID-19 Gu, J, Yan, H., Huang, Y., Zhu, Y., Sun, H., Qiu, Y., Chen, S.X. National Science Review, 2020 Paper 2020 Tracking Reproductivity of COVID-19 Epidemic in China with Varying Coefficient SIR Model (with discussion) Sun, H., Qiu, Y., Yan, H., Huang, Y., Zhu, Y., Gu, J, Chen, S.X. Journal of Data Science, 2020 Paper Code
2024 Statistical Inference for decentralized Federated Learning Gu, J, Chen S.X. The Annals of Statistics (AoS), 2024 Paper
2023 Real-World COVID-19 Vaccine Protection Rates against Infection in the Delta and Omicron Eras Zhu, Y., Gu, J, Qiu, Y., Chen, S.X. Research, 2023 Paper
2023 FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation Gu, J, Tang, C., Yan, H., Cui, Q., Li, L., Zhou, J. Advances in Neural Information Processing Systems (NeurIPS), 2023 Paper
2023 Distributed Statistical Inference under Heterogeneity Gu, J, Chen S.X. Journal of Machine Learning Research (JMLR), 2023 Paper
2023 Estimating COVID-19 Vaccine Protection Rates Via Dynamic Epidemiological Models–A Study Of Ten Countries Zhu, Y., Gu, J, Qiu, Y., Chen, S.X. Annals of Applied Statistics (AOAS), 2023 Paper
2021 The Effect of Population Migration and Wuhan Lockdown on the Control of COVID-19 Based on vSEIdRm Model (in Chinese) Gu, J, Chen, S.X., Dong, Q., Qiu, Y. Statistical Research （统计研究）, 2021 Paper
2021 Better strategies for containing COVID-19 pandemic: a study of 25 countries via a vSIADR model Yan, H., Zhu, Y., Gu, J, Huang, Y., Sun, H., Zhang, X., Wang, Y., Qiu, Y., Chen, S.X. Proceedings of the Royal Society A (Proc. R. Soc. A), 2021 Paper
2020 Comparing Containment Measures among Nations by Epidemiological Effects of COVID-19 Gu, J, Yan, H., Huang, Y., Zhu, Y., Sun, H., Qiu, Y., Chen, S.X. National Science Review, 2020 Paper
2020 Tracking Reproductivity of COVID-19 Epidemic in China with Varying Coefficient SIR Model (with discussion) Sun, H., Qiu, Y., Yan, H., Huang, Y., Zhu, Y., Gu, J, Chen, S.X. Journal of Data Science, 2020 Paper Code