Ruoqing Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Continuous Action

Matrix Factorization

Perceptual Aliasing

Top Venues

J. Comput. Graph. Stat.

Decis. Support Syst.

Publications

Xian Cao, Timothy B. Folta, Hongfei Li, Ruoqing Zhu
Analyzing the online word of mouth dynamics: A novel approach. Decis. Support Syst. 185 (2024)
Kowshika Sarker, Ruoqing Zhu, Hannah D. Holscher, ChengXiang Zhai
Augmenting nutritional metabolomics with a genome-scale metabolic model for assessment of diet intake. BCB (2023)
Yuhan Li, Wenzhuo Zhou, Ruoqing Zhu
Quasi-optimal Reinforcement Learning with Continuous Actions. ICLR (2023)
Wenzhuo Zhou, Yuhan Li, Ruoqing Zhu, Annie Qu
Distributional Shift-Aware Off-Policy Interval Estimation: A Unified Error Quantification Framework. CoRR (2023)
Hanwen Ye, Wenzhuo Zhou, Ruoqing Zhu, Annie Qu
Stage-Aware Learning for Dynamic Treatments. CoRR (2023)
Yuhan Li, Wenzhuo Zhou, Ruoqing Zhu
Quasi-optimal Learning with Continuous Treatments. CoRR (2023)
Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. Trans. Mach. Learn. Res. 2023 (2023)
Yuhan Li, Hongtao Zhang, Keaven Anderson, Songzi Li, Ruoqing Zhu
AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities. CoRR (2023)
Rui Qiu, Zhou Yu, Ruoqing Zhu
Random Forests Weighted Local Fréchet Regression with Theoretical Guarantee. CoRR (2022)
Yutong Li, Ruoqing Zhu, Mike Yeh, Annie Qu
Dermoscopic Image Classification with Neural Style Transfer. J. Comput. Graph. Stat. 31 (4) (2022)
Tianning Xu, Ruoqing Zhu, Xiaofeng Shao
On Variance Estimation of Random Forests. CoRR (2022)
Joshua Daniel Loyal, Ruoqing Zhu, Yifan Cui, Xin Zhang
Dimension Reduction Forests: Local Variable Importance Using Structured Random Forests. J. Comput. Graph. Stat. 31 (4) (2022)
Kaiqiao Li, Sijie Yao, Zhenyu Zhang, Biwei Cao, Christopher M. Wilson, Denise Kalos, Pei Fen Kuan, Ruoqing Zhu, Xuefeng Wang
Efficient gradient boosting for prognostic biomarker discovery. Bioinform. 38 (6) (2022)
Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. CoRR (2022)
Jack Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh
Dermoscopic Image Classification with Neural Style Transfer. CoRR (2021)
Yifan Cui, Michael R. Kosorok, Stefan Wager, Ruoqing Zhu
Estimating heterogeneous treatment effects with right-censored data via causal survival forests. CoRR (2020)
Ruoqing Zhu, Jiyang Zhang, Ruilin Zhao, Peng Xu, Wenzhuo Zhou, Xin Zhang
orthoDr: Semiparametric Dimension Reduction via Orthogonality Constrained Optimization. R J. 11 (2) (2019)
Jack Yutong Li, Ruoqing Zhu, Annie Qu, Han Ye, Zhankun Sun
Semi-Orthogonal Non-Negative Matrix Factorization. CoRR (2018)