Rui Song

发表

Sure independence screening in generalized linear models with NP-dimensionality

Jianqing Fan, Rui Song, 2009, The Annals of Statistics.

Maximin Projection Learning for Optimal Treatment Decision with Heterogeneous Individualized Treatment Effects.

Chengchun Shi, Wenbin Lu, Rui Song, 2018, Journal of the Royal Statistical Society. Series B, Statistical methodology.

On estimation of optimal treatment regimes for maximizing t‐year survival probability

Wenbin Lu, Marie Davidian, Rui Song, 2014, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Concordance‐assisted learning for estimating optimal individualized treatment regimes

Wenbin Lu, Yong Zhou, Rui Song, 2017, Journal of the Royal Statistical Society. Series B, Statistical methodology.

On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning

Donglin Zeng, Eric B. Laber, Eric Laber, 2015, Stat.

Application of Fuzzy Linear Regression Model in Predicting the Freight Volume of City

Rui Song, Y. Sun, 2015 .

Sequential advantage selection for optimal treatment regime.

Wenbin Lu, Rui Song, Wenbin Lu, 2014, The annals of applied statistics.

Change-Plane Analysis for Subgroup Detection and Sample Size Calculation

Wenbin Lu, Rui Song, Wenbin Lu, 2017, Journal of the American Statistical Association.

Doubly Robust Learning for Estimating Individualized Treatment with Censored Data.

Eric B. Laber, D Zeng, M Yuan, 2015, Biometrika.

Doubly robust inference when combining probability and non‐probability samples with high dimensional data

Shu Yang, Rui Song, Jae Kwang Kim, 2019, Journal of the Royal Statistical Society. Series B, Statistical methodology.

ASYMPTOTICS FOR CHANGE-POINT MODELS UNDER VARYING DEGREES OF MIS-SPECIFICATION.

M. Kosorok, Rui Song, M. Banerjee, 2014, Annals of statistics.

Propensity Score Analysis of the Impacts of Junior Secondary Students’ Participation in Engineering Practices on their Attitudes toward Engineering

Rui Song, Daner Sun, Z. Wan, 2019, EURASIA Journal of Mathematics, Science and Technology Education.

Disaggregate Modal-split Model Considering Congestion Pricing

Rui Song, Shiwei He, Wangtu Xu, 2008 .

Evaluation of Smart City Sustainable Development Prospects Based on Fuzzy Comprehensive Evaluation Method

Rui Song, Jingyi Xu, Hang Zhu, 2022, Computational intelligence and neuroscience.

Safe Exploration for Efficient Policy Evaluation and Comparison

B. Kveton, Rui Song, Runzhe Wan, 2022, ICML.

INFERENCE UNDER RIGHT CENSORING FOR TRANSFORMATION MODELS WITH A CHANGE-POINT BASED ON A COVARIATE THRESHOLD 1

Rui Song, 2007 .

Online Supplement to JASA-T&M-2015-0234R2 (cid:16)Quantile-Optimal Treatment Regimes"

Rui Song, Lan Wang, Yu Zhou, 2017 .

Inference for change-plane regression

Eric B. Laber, Rui Song, M. Banerjee, 2022, 2206.06140.

Investigation of micro/nano formation mechanism of porous graphene induced by CO2 laser processing on polyimide film

Rui Song, Yanru Tang, Yufeng Shan, 2022, Journal of Manufacturing Processes.

Cotton aphid infestation monitoring using Sentinel-2 MSI imagery coupled with derivative of ratio spectroscopy and random forest algorithm

Rui Song, Hengqian Zhao, Zihan Li, 2022, Frontiers in Plant Science.

Determination of Ratio of Yield Strength and Reduced Modulus during Cold Work Processing in 304 Austenitic Stainless Steel

Rui Song, H. Xue, Shuai Wang, 2019, Key Engineering Materials.

Mining the Factor Zoo: Estimation of Latent Factor Models with Sufficient Proxies

Wenbin Lu, Rui Song, Runzhe Wan, 2022, 2212.12845.

Using EMG signals to assess proximity of instruments to nerve roots during robot‐assisted spinal surgery

Rui Song, Liangchen Wang, Guanghui Gu, 2022, The international journal of medical robotics + computer assisted surgery : MRCAS.

ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals

Rui Song, Lingjuan Lyu, Liguo Zhou, 2022, ArXiv.

Deep advantage learning for optimal dynamic treatment regime

Wenbin Lu, Rui Song, Shuhan Liang, 2018, Statistical theory and related fields.

Statistical Learning for Individualized Asset Allocation

Rui Song, Yi Ding, Yingying Li, 2022, Journal of the American Statistical Association.

Testing and Estimation of Social Network Dependence With Time to Event Data

Wenbin Lu, Lin Su, Rui Song, 2019, Journal of the American Statistical Association.

Study on the Effect of Isotropic Initial Stress on the Anchoring Performance of Self-Expanding Bolts

Rui Song, Jie Liu, Lin Hongya, 2021 .

Censored Rank Independence Screening for High-dimensional Survival Data.

Shuangge Ma, Wenbin Lu, Rui Song, 2014, Biometrika.

Transformation-Invariant Learning of Optimal Individualized Decision Rules with Time-to-Event Outcomes

Rui Song, Lan Wang, Yu Zhou, 2022, Journal of the American Statistical Association.

Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness

Yair Goldberg, Rui Song, Shu Yang, 2020, Statistics in medicine.

Optimal treatment regimes for survival endpoints using a locally-efficient doubly-robust estimator from a classification perspective

Wenbin Lu, Anastasios A Tsiatis, Rui Song, 2017, Lifetime data analysis.

FSEM: Functional Structural Equation Models for Twin Functional Data

R Song, J. Gilmore, M. Styner, 2018, Journal of the American Statistical Association.

Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models

Yang Feng, Jianqing Fan, Rui Song, 2009, Journal of the American Statistical Association.

Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework

Rui Song, Runzhe Wan, Linjuan Ge, 2022, AISTATS.

Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments

Rui Song, C. Trinitis, Alois Knoll, 2022, ArXiv.

Genome-Wide Identification of GRAS Gene Family and Their Responses to Abiotic Stress in Medicago sativa

Rui Song, Shangang Jia, Xiqiang Liu, 2021, International journal of molecular sciences.

On Varying-coefficient Independence Screening for High-dimensional Varying-coefficient Models.

Feng Yi, Hui Zou, Rui Song, 2014, Statistica Sinica.

Robust Covariate‐Adjusted Log‐Rank Statistics and Corresponding Sample Size Formula for Recurrent Events Data

M. Kosorok, Rui Song, Jianwen Cai, 2008, Biometrics.

Study on the trajectory of tip leakage vortex and energy characteristics of mixed-flow pump under cavitation conditions

Rui Song, R. Agarwal, W. Cao, 2023, Ocean Engineering.

ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS.

Chengchun Shi, Wenbin Lu, Rui Song, 2019, Annals of statistics.

Modelling and estimation for optimal treatment decision with interference

Wenbin Lu, Rui Song, Lin Su, 2019, Stat.

Semiparametric Single-Index Model for Estimating Optimal Individualized Treatment Strategy.

Shikai Luo, Wenbin Lu, Donglin Zeng, 2017, Electronic journal of statistics.

Robust learning for optimal treatment decision with NP-dimensionality.

Chengchun Shi, Wenbin Lu, Rui Song, 2015, Electronic journal of statistics.

What We Want versus What We Can Get: A Closer Look at Failure Time Endpoints for Cardiovascular Studies

M. Kosorok, Rui Song, T. Cook, 2008, Journal of biopharmaceutical statistics.

Quantile-Optimal Treatment Regimes

Rui Song, Ben Sherwood, Lan Wang, 2018, Journal of the American Statistical Association.

Statistical Inference for a Two‐Stage Outcome‐Dependent Sampling Design with a Continuous Outcome

Jing Qin, Haibo Zhou, Rui Song, 2011, Biometrics.

Recent structural variations in the Medicago chloroplast genomes and their horizontal transfer into nuclear chromosomes

Rui Song, Long-Xi Yu, Y. Chao, 2022, Journal of Systematics and Evolution.

On Asymptotically Optimal Tests Under Loss of Identifiability in Semiparametric Models.

M. Kosorok, Rui Song, J. Fine, 2009, Annals of statistics.

Multiple omics datasets reveal significant physical and physiological dormancy in alfalfa hard seeds identified by multispectral imaging analysis

Rui Song, Shangang Jia, Ming-Bo Sun, 2023, The Crop Journal.

Air Target Threat Assessment: A Kernel Extreme Learning Machine Based on a Multistrategy Improved Sparrow Search Algorithm

Rui Song, Zehua Zhang, Suqin Xue, 2023, Mathematical Problems in Engineering.

Diversity of Fusarium community assembly shapes mycotoxin accumulation of diseased wheat heads

Rui Song, Xiang-ming Xu, Jeffrey J. Coleman, 2022, Molecular ecology.

FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems

Rui Song, Jiaqi Ma, Runsheng Xu, 2023, ArXiv.

Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS

Rui Song, Liguo Zhou, Alois Knoll, 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC).

Penalized Q-Learning for Dynamic Treatment Regimens.

M R Kosorok, R Song, W Wang, 2011, Statistica Sinica.

InMut-finder: a software tool for insertion identification in mutagenesis using Nanopore long reads

Rui Song, T. Clemente, Shangang Jia, 2021, BMC genomics.

An Improved Load Balancing Algorithm Based on Neural Network

Rui Song, Hongqiong Huang, Rui Song, 2019, CSIA.

V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection

Rui Song, Lingjuan Lyu, Alois Knoll, 2023, ArXiv.

Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments

Rui Song, C. Trinitis, Alois Knoll, 2022, 2023 International Joint Conference on Neural Networks (IJCNN).

Learning a deep dual-level network for robust DeepFake detection

Rui Song, Yuezun Li, Q. Song, 2022, Pattern Recognit..

A Reinforcement Learning Framework for Dynamic Mediation Analysis

Zhanghua Wu, Rui Song, C. Shi, 2023, ICML.

On estimating optimal regime for treatment initiation time based on restricted mean residual lifetime

Wenbin Lu, Rui Song, Xin Chen, 2021, Biometrics.

A Massive Data Framework for M-Estimators with Cubic-Rate

Chengchun Shi, Wenbin Lu, Rui Song, 2016, Journal of the American Statistical Association.

Effects of Different Salt Ion Concentrations in Immersion Vacuum Cooling on the Qualities of Spiced Chicken Drumsticks

Rui Song, Guofu Yi, Yawei Zhang, 2022, Foods.

On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs

R. Watson, Rui Song, X. An, 2023, ICML.

Expansion and Pull-Out Simulation Test of Self-expanding Bond Bolts in Adjacent Rock Bodies with Varied Stiffnesses

Rui Song, Jie Liu, Yunzhou Li, 2021, KSCE Journal of Civil Engineering.

Dynamic learning-based fault tolerant control for robotic manipulators with actuator faults

Rui Song, Weiming Wu, Cong Wang, 2022, J. Frankl. Inst..

Comparison of three multivariate methods of inferential modeling of soil organic matter using hyper spectra

Rui Song, W. Duan, Li-xin Chen, 2011, 2011 International Conference on Remote Sensing, Environment and Transportation Engineering.

Flexible inference of optimal individualized treatment strategy in covariate adjusted randomization with multiple covariates

Yanyuan Ma, Rui Song, Trinetri Ghosh, 2021, Electronic Journal of Statistics.

Modeling spatial and temporal variability of the impact of climate change on rice irrigation water requirements in the middle and lower reaches of the Yangtze River, China

Weiguang Wang, W. Xing, Q. Shao, 2017 .

DOUBLY ROBUST ESTIMATION OF OPTIMAL TREATMENT REGIMES FOR SURVIVAL DATA-WITH APPLICATION TO AN HIV/AIDS STUDY.

Wenbin Lu, Michael G Hudgens, Rui Song, 2017, The annals of applied statistics.

On semiparametric efficient inference for two-stage outcome-dependent sampling with a continuous outcome.

Michael R Kosorok, Haibo Zhou, Rui Song, 2009, Biometrika.

Empowering students'engineering thinking: An empirical study of integrating engineering into science class at junior secondary schools

Rui Song, Daner Sun, Y. Zhan, 2023, Thinking Skills and Creativity.

End-To-End Deep Reinforcement Learning for First-Person Pedestrian Visual Navigation in Urban Environments

Elmar Rueckert, Rui Song, Heiko Hamann, 2022, 2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids).

Winter Wheat Take-All Disease Index Estimation Model Based on Hyperspectral Data

Rui Song, Muhammad Hasan Ali Baig, Zihan Yang, 2021, Applied Sciences.

Non-Destructive Identification of Naturally Aged Alfalfa Seeds via Multispectral Imaging Analysis

Rui Song, Xin He, Xuemeng Wang, 2021, Sensors.

HIGH-DIMENSIONAL A-LEARNING FOR OPTIMAL DYNAMIC TREATMENT REGIMES.

Chengchun Shi, Wenbin Lu, Rui Song, 2018, Annals of statistics.

Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae

Rui Song, X. An, S. Mclean, 2022, 2202.12819.

A Survey on Fairness in Large Language Models

Y. Wang, Rui Song, Mengnan Du, 2023, ArXiv.

Not just for the money? An examination of the motives behind physicians’ sharing of paid health information

Rui Song, Xiaofei Zhang, Feng Guo, 2021, J. Inf. Sci..

The Fitting Optimization Path Analysis on Scale Missing Data: Based on the 507 Patients of Poststroke Depression Measured by SDS

Liyun He, Rui Song, Yanbo Zhu, 2022, Evidence-based complementary and alternative medicine : eCAM.

Mining the Factor Zoo: Estimation of Latent Factor Models with Sufficient Proxies

Wenbin Lu, Rui Song, Runzhe Wan, 2022, Journal of Econometrics.

Adaptive Semi-Supervised Inference for Optimal Treatment Decisions with Electronic Medical Record Data

Wenbin Lu, Rui Song, K. Gunn, 2022, 2203.02318.

Reinforcement Learning with Heterogeneous Data: Estimation and Inference

Elynn Y. Chen, Michael I. Jordan, Rui Song, 2022, ArXiv.

DOUBLY ROBUST ESTIMATION OF OPTIMAL TREATMENT REGIMES FOR SURVIVAL DATA-WITH APPLICATION TO AN HIV/AIDS STUDY.

M. Hudgens, Wenbin Lu, Rui Song, 2017, The annals of applied statistics.

Quantile-Optimal Treatment Regimes

Rui Song, Lan Wang, Yu Zhou, 2018, Journal of the American Statistical Association.

Online Testing of Subgroup Treatment Effects Based on Value Difference

Wenbin Lu, Rui Song, Miao Yu, 2021, 2021 IEEE International Conference on Data Mining (ICDM).

FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems

Rui Song, Jiaqi Ma, Runsheng Xu, 2023, IEEE Transactions on Intelligent Vehicles.

An Online Sequential Test for Qualitative Treatment Effects

Rui Song, Hong-Tu Zhu, C. Shi, 2021, J. Mach. Learn. Res..

Clearing financial network and its stability

Rui Song, Rui Song, 2014 .

Driving New Venture Sustainability: A Study Based on Configuration Theory and Resource Orchestration Theory

Rui Song, Ling Xiang, 2023, Sustainability.

Time-dependent Langevin modeling and Monte–Carlo simulations of diffusion in one-dimensional ion channels

Rui Song, Yue Chan, Shern-Long Lee, 2022, Journal of Mathematical Chemistry.

Study of China’s Publicity Translations Based on Complex Network Theory

Han Zhao, Lisong Wang, Zhao Qu, 2018, IEEE Access.

Doubly robust inference when combining probability and non‐probability samples with high dimensional data

Jae Kwang Kim, Shu Yang, Rui Song, 2019, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Hsa_circ_0052611 and mir-767-5p guide the warburg effect, migration, and invasion of BRCA cells through modulating SCAI

X. Wang, Rui Song, T. Chai, 2023, Journal of Bioenergetics and Biomembranes.

Radio Resource Allocation in 5G-NR V2X: A Multi-Agent Actor-Critic Based Approach

Rui Song, Andreas Festag, A. Hegde, 2023, IEEE Access.