Yanxun Xu - RankMe

24 papers A* 2A 1Journal 18Unranked 3

Year	Rank	Type	Title / 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