| Award Year | Awardee |
| 2022-23 |
Excellent Research Awards |
| Author | Co-Authors | Year | Journal/ Conference | Details |
| LAI Daoyuan | ZHANG Yan Dora, LU Junfeng | 2022 | Vaccines 2022 | Venous Thromboembolism following Two Doses of COVID-19 mRNA Vaccines in the US Population, 2020–2022 |
| TIAN Peixin | HU Yiqian, LIU Zhonghua, ZHANG Yan Dora | 2022 | BMC Bioinformatics | Grace-AKO: A Novel and Stable Knockoff Filter for Variable Selection Incorporating Gene Network Structures |
| WANG Fuying | ZHOU Yuyin, WANG Shujun, VARDHANABHUTI Varut, YU Lequan | 2022 | The 36th Conference on Neural Information Processing Systems (NeurIPS 2022) | Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning |
| XU Siqi | WANG Peng, FUNG Wing Kam, LIU Zhonghua | 2022 | Biometrics | A novel penalized inverse-variance weighted estimator for Mendelian randomization with applications to COVID-19 outcomes |
| ZHOU Weiqin | WANG Shujun, YEUNG Maximus, NIU Tianye, YU Lequan | 2022 | The 37th AAAI Conference on Artificial Intelligence (AAAI-23) | MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis |
| ZHOU Yunpeng | YUEN Kam Chuen | 2022 | Econometrics and Statistics | Estimation in the High Dimensional Additive Hazard Model with l0 Type of Penalty |
| 2021-22 |
Excellent Research Awards |
| Author | Co-Authors | Year | Journal/ Conference | Details |
| GAO Jiahui* | SHI Han, XU Hang, LIANG Xiaodan, LI Zhenguo, KONG Lingpeng, LEE Stephen, KWOK James T. *co-first author | 2022 | The International Conference on Learning Representations (ICLR 2022) | Revisiting Over-smoothing in BERT from the Perspective of Graph |
| GU Jiaqi | YIN Guosheng | 2022 | Journal of Computational and Graphical Statistics | Triangular Concordance Learning of Social Networks |
| JIN Huaqing | YIN Guosheng | 2022 | Statistical Methods in Medical Research | CFO: Calibration-Free Odds Design for Phase I/II Clinical Trials |
| LAI Daoyuan | CAI Yuxi, CHAN Tsai Hor, GAN Dailin, HURSON Amber N, ZHANG Yan Dora | 2022 | BMJ Global Health | How to organise travel restrictions in the new future: lessons from the COVID-19 response in Hong Kong and Singapore |
| SU Wen | HE Baihua, ZHANG Yan Dora, YIN Guosheng | 2022 | Contemporary Clinical Trials | C-index regression for recurrent event data |
| SU Wen | YIN Guosheng, ZHANG Jing, ZHAO Xingqiu | 2022 | The Canadian Journal of Statistics | Divide-and-Conquer for Accelerated Failure Time Model with Massive Time-to-Event Data |
| TIAN Peixin | CHAN Tsai Hor, WANG Yong-Fei, YANG Wanling, YIN Guosheng, ZHANG Yan Dora | 2022 | Frontiers in Genetics | Multiethnic Polygenic Risk Prediction in Diverse Populations through Transfer Learning |
| WANG Anqi | LIU Zhonghua | 2022 | Genetic Epidemiology | A Two-Sample Robust Bayesian Mendelian Randomization Method Accounting for Linkage Disequilibrium and Idiosyncratic Pleiotropy with Applications to the COVID-19 Outcome |
| XU Yuyang | LIU Zhonghua, YAO Jianfeng | 2022 | Biometrics | An eigenvalue ratio approach to inferring population structure from whole genome sequencing data |
| JIN Huaqing | YIN Guosheng | 2021 | Statistics in Medicine | Unit information prior for adaptive information borrowing from multiple historical datasets |
| LUO Donghang | ZHU Ke, GONG Huan and LI Dong | 2021 | Journal of Business & Economic Statistics | Testing Error Distribution by Kernelized Stein Discrepancy in Multivariate Time Series Models |
| QU Yuanke | LEE Chun Yin and LAM KF | 2021 | Statistical Methods in Medical Research | A sequential test to compare the real-time fatality rates of a disease among multiple groups with an application to COVID-19 data |
| SU Wen | LIU Li, YIN Guosheng, ZHAO Xingqiu and ZHANG Ying | 2021 | Bernoulli | Nonparametric Inference for Reversed Mean Models with Panel Count Data |
| YONG Yaodi | YANG Hailiang | 2021 | Mathematics | Valuation of Cliquet-Style Guarantees with Death Benefits in Jump Diffusion Models |
| YANG Hailiang | 2021 | Journal of Industrial and Management Optimization | Valuation of cliquet-style guarantees with death benefits |
| ZHANG Chenyang | JIN Huaqing, WEN Yi Feng and YIN Guosheng | 2021 | Frontiers in Public Health | Efficacy of COVID-19 Treatments: A Bayesian Network Meta-Analysis of Randomized Controlled Trials |
| YIN Guosheng | 2021 | Biometrics | Bayesian Nonparametric Analysis of Restricted Mean Survival Time |
| 2020-21 |
Excellent Research Awards |
| Author | Co-Authors | Year | Journal/ Conference | Details |
| GU Jiaqi | YIN Guosheng | 2021 | ICML 2021 | Crystallization Learning with the Delaunay Triangulation |
| FAN Yiwei, and YIN Guosheng | 2021 | The American Statistician | Reconstructing the Kaplan-Meier Estimator as an M-estimator |
| JIN Huaqing | YIN Guosheng, YUAN Binhang and JIANG Fei | 2021 | Technometrics | Bayesian Hierarchical Model for Change Point Detection in Multivariate Sequences |
| LI Xiaolong | SHI Yifan, YAM Phillip, YANG Hailang | 2021 | SIAM Journal on Scientific Computing | Fourier-Cosine Method For Finite-Time Gerber-Shiu Functions |
| LIU Chen | CUI Jinze, GAN Dailin and YIN Guosheng | 2021 | MICCAI 2021 | Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning |
| XU Siqi | FUNG Wing Kam and LIU Zhonghua | 2021 | Briefings in Bioinformatics | MRCIP: A robust Mendelian randomization method accounting for correlated and idiosyncratic pleiotropy |
| YANG Zebin | ZHANG Aijun | 2021 | Journal of Machine Learning Reseach | Hyperparameter Optimization via Sequential Uniform Designs |
| ZHANG Chenyang | YIN Guosheng | 2021 | BMC Medical Research Methodology | Reduction in number to treat versus number needed to treat |
| ZHANG Hengtao | YIN Guosheng | 2021 | Journal of the Royal Statistical Society | Response-adaptive Rerandomization |
RPG research awards
RPG Fellowships