Yanxun Xu

24 papers A* 2A 1Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions.
J. Mach. Learn. Res.
Dapeng Yao, Fangzheng Xie, Yanxun Xu
2025 J jnl
Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables.
J. Mach. Learn. Res.
Wei Jin, Yang Ni, Amanda B. Spence, Leah H. Rubin, Yanxun Xu
2025 J jnl
KM-GPT: An Automated Pipeline for Reconstructing Individual Patient Data from Kaplan-Meier Plots.
CoRR
Yao Zhao, Haoyue Sun, Yantian Ding, Yanxun Xu
2025 J jnl
LMAR: Language Model Augmented Retriever for Domain-specific Knowledge Indexing.
CoRR
Yao Zhao, Yantian Ding, Zhiyue Zhang, Dapeng Yao, Yanxun Xu
2025 J jnl
POLAR: A Pessimistic Model-based Policy Learning Algorithm for Dynamic Treatment Regimes.
CoRR
Ruijia Zhang, Zhengling Qi, Yue Wu, Xiangyu Zhang, Yanxun Xu
2025 J jnl
TransformerLSR: Attentive joint model of longitudinal data, survival, and recurrent events with concurrent latent structure.
Artif. Intell. Medicine
Zhiyue Zhang, Yao Zhao, Yanxun Xu
2024 A* conf
A Policy Gradient Method for Confounded POMDPs.
ICLR
Mao Hong, Zhengling Qi, Yanxun Xu
2024 J jnl
MoMA: Model-based Mirror Ascent for Offline Reinforcement Learning.
CoRR
Mao Hong, Zhiyue Zhang, Yue Wu, Yanxun Xu
2024 J jnl
MoMA: Model-based Mirror Ascent for Offline Reinforcement Learning.
Trans. Mach. Learn. Res.
Mao Hong, Zhiyue Zhang, Yue Wu, Yanxun Xu
2024 A* conf
Model-based Reinforcement Learning for Confounded POMDPs.
ICML
Mao Hong, Zhengling Qi, Yanxun Xu
2024 J jnl
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure.
CoRR
Zhiyue Zhang, Yao Zhao, Yanxun Xu
2023 J jnl
A Policy Gradient Method for Confounded POMDPs.
CoRR
Mao Hong, Zhengling Qi, Yanxun Xu
2023 A conf
Continuous-Time Decision Transformer for Healthcare Applications.
AISTATS
Zhiyue Zhang, Hongyuan Mei, Yanxun Xu
2023 J jnl
Weibull Racing Survival Analysis with Competing Events, Left Truncation, and Time-Varying Covariates.
J. Mach. Learn. Res.
Quan Zhang, Yanxun Xu, Mei-Cheng Wang, Mingyuan Zhou
2022 J jnl
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes.
CoRR
Zuyue Fu, Zhengling Qi, Zhaoran Wang, Zhuoran Yang, Yanxun Xu, Michael R. Kosorok
2021 J jnl
Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation.
CoRR
Xiao Sun, Bahador Bahmani, Nikolaos N. Vlassis, WaiChing Sun, Yanxun Xu
2018 J jnl
TCGA-assembler 2: software pipeline for retrieval and processing of TCGA/CPTAC data.
Bioinform.
Lin Wei, Zhilin Jin, Shengjie Yang, Yanxun Xu, Yitan Zhu, Yuan Ji
2017 J jnl
modSaRa: a computationally efficient R package for CNV identification.
Bioinform.
Feifei Xiao, Yue Niu, Ning Hao, Yanxun Xu, Zhilin Jin, Heping Zhang
2016 J jnl
A Bayesian Nonparametic Approach for Estimating Individualized Treatment-Response Curves.
CoRR
Yanbo Xu, Yanxun Xu, Suchi Saria
2016 — conf
A Non-parametric Bayesian Approach for Estimating Treatment-Response Curves from Sparse Time Series.
MLHC
Yanbo Xu, Yanxun Xu, Suchi Saria
2014 J jnl
BM-SNP: A Bayesian Model for SNP Calling Using High Throughput Sequencing Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yanxun Xu, Xiaofeng Zheng, Yuan Yuan, Marcos R. Estecio, Jean-Pierre Issa, Peng Qiu, Yuan Ji, Shoudan Liang
2012 — conf
A Bayesian graphical model for integrative analysis of TCGA data.
GENSiPS
Yanxun Xu, Jie Zhang, Yuan Yuan, Riten Mitra, Peter Müller, Yuan Ji
2012 — conf
A Bayesian model for SNP discovery based on next-generation sequencing data.
GENSiPS
Yanxun Xu, Xiaofeng Zheng, Yuan Yuan, Marcos R. Estecio, Jean-Pierre Issa, Yuan Ji, Shoudan Liang
2012 J jnl
Predicting the lethal phenotype of the knockout mouse by integrating comprehensive genomic data.
Bioinform.
Yuan Yuan, Yanxun Xu, Jianfeng Xu, Robyn L. Ball, Han Liang