Rui Song

发表

Deep Jump Q-Evaluation for Offline Policy Evaluation in Continuous Action Space pdf

Hengrui Cai, Chengchun Shi, Rui Song, 2020, ArXiv.

The Optimal Trajectory Programming for Intelligent Aircraft under Multi-Constraint Conditions

Rui Song, Xumin Song, Yuheng Wang, 2019, ACAI 2019.

On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies

Hengrui Cai, Rui Song, Wenbin Lu, 2020, ICML.

GBOV (Ground-Based Observation for Validation): A Copernicus Service for Validation of Land Products

Nadine Gobron, Luke A. Brown, Ernesto Lopez-Baeza, 2020, IEEE International Geoscience and Remote Sensing Symposium.

Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making

Chengchun Shi, Rui Song, Wenbin Lu, 2020, ICML.

Breaking the Curse of Nonregularity with Subagging - Inference of the Mean Outcome under Optimal Treatment Regimes

Chengchun Shi, Rui Song, Wenbin Lu, 2020, J. Mach. Learn. Res..

Rui Song, Tong Li, Xin Dong, 2020, SEKE.

Kernel Assisted Learning for Personalized Dose Finding

Michael R. Kosorok, Rui Song, Wenbin Lu, 2020, KDD.

Adaptive Weighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images

Rui Song, Fei Liu, Yunsong Li, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

A New Framework for Online Testing of Heterogeneous Treatment Effect

Rui Song, Wenbin Lu, Miao Yu, 2020, AAAI.

Concordance and value information criteria for optimal treatment decision

Chengchun Shi, Rui Song, Wenbin Lu, 2021, The Annals of Statistics.

Understanding cyclists’ risky route choice behavior on urban road sections

Keping Li, Rui Song, Ying Ni, 2017 .

Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning

Yunsong Li, Rui Song, Bo Li, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Statistical Inference for Online Decision Making via Stochastic Gradient Descent pdf

Rui Song, Wenbin Lu, Haoyu Chen, 2020, Journal of the American Statistical Association.

Gantry health monitoring and fault detection based on process status sequence

Rui Song, Rui Song, 2019 .

A Reinforcement Learning Framework for Time-Dependent Causal Effects Evaluation in A/B Testing pdf

Chengchun Shi, Rui Song, Xiaoyu Wang, 2020, ArXiv.

Weather Effects on Obstacle Detection for Autonomous Car

Rui Song, Jason F. Ralph, Jon Wetherall, 2020, VEHITS.

Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning pdf

Yanghua Xiao, Rui Song, Sheng Zhang, 2020, EMNLP.

Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification

Qian Du, Weiwei Sun, Rui Song, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Causal Effect Estimation and Optimal Dose Suggestions in Mobile Health

Rui Song, Wenbin Lu, Liangyu Zhu, 2020, ICML.

DHPA

Zhenming Liu, Rui Song, Hui Lu, 2020, ACM Trans. Intell. Syst. Technol..

Statistical Inference for Online Decision-Making: In a Contextual Bandit Setting pdf

Rui Song, Wenbin Lu, Haoyu Chen, 2020, ArXiv.

Video Knowledge Discovery Based on Convolutional Neural Network

Rui Song, Jinjiao Lin, Lizhen Cui, 2019 .

Residual Augmented Attentional U-Shaped Network for Spectral Reconstruction from RGB Images

Weiying Xie, Yunsong Li, Rui Song, 2020, Remote. Sens..

Validation of Space-Based Albedo Products from Upscaled Tower-Based Measurements Over Heterogeneous and Homogeneous Landscapes

Nadine Gobron, Jan-Peter Muller, Rui Song, 2020, Remote. Sens..

Multi-Objective Reinforcement Learning for Infectious Disease Control with Application to COVID-19 Spread pdf

Xinyu Zhang, Rui Song, Runzhe Wan, 2020, ArXiv.

Analysis of the Collocation of "AA-Type Adjectives" Based on MLC Corpus

Ting Zhu, Rui Song, Mao Yuan, 2019, CLSW.

Hybrid 2-D–3-D Deep Residual Attentional Network With Structure Tensor Constraints for Spectral Super-Resolution of RGB Images

Yunsong Li, Bo Li, Rui Song, 2020, IEEE Transactions on Geoscience and Remote Sensing.

A Robotic Automatic Assembly System Based on Vision

Tianyu Fu, Rui Song, Jie Zhao, 2020, Applied Sciences.

Data quality aware chance-constrained DC-OPF: a variational Bayesian Gaussian mixture approach

Rui Song, Li Yao, Xiong Wu, 2020 .

GEAR: On optimal decision making with auxiliary data

Hengrui Cai, Rui Song, Wenbin Lu, 2021, Stat.

Rejoinder for "Entropy Learning for Dynamic Treatment Regimes"

Jialiang Li, Rui Song, Donglin Zeng, 2021 .

Jump Interval-Learning for Individualized Decision Making pdf

Chengchun Shi, Rui Song, Wenbin Lu, 2021, ArXiv.

CODA: Calibrated Optimal Decision Making with Multiple Data Sources and Limited Outcome

Hengrui Cai, Rui Song, Wenbin Lu, 2021 .

Pattern Transfer Learning for Reinforcement Learning in Order Dispatching pdf

Chengchun Shi, Rui Song, Runzhe Wan, 2021, ArXiv.

Deeply-Debiased Off-Policy Interval Estimation

Chengchun Shi, Rui Song, Victor Chernozhukov, 2021, ICML.

Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control

Rui Song, Runzhe Wan, Xinyu Zhang, 2021, KDD.

ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning

Hengrui Cai, Rui Song, Wenbin Lu, 2021, ICLR.

Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation

Runze Li, Chengchun Shi, Rui Song, 2020, Journal of the American Statistical Association.

Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework

Chengchun Shi, Rui Song, Hongtu Zhu, 2022, Journal of the American Statistical Association.

Using pilot data to size a two‐arm randomized trial to find a nearly optimal personalized treatment strategy

Rui Song, Donglin Zeng, Marie Davidian, 2016, Statistics in medicine.

Subgroup detection and sample size calculation with proportional hazards regression for survival data

Rui Song, Wenbin Lu, Suhyun Kang, 2017, Statistics in medicine.