Xinyuan Song
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2025
MountainLion: A Multi-Modal LLM-Based Agent System for Interpretable and Adaptive Financial Trading.
CoRR, July, 2025
CoRR, July, 2025
GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling.
CoRR, June, 2025
CoRR, June, 2025
CoRR, June, 2025
CoRR, May, 2025
Optimizing Multi-Round Enhanced Training in Diffusion Models for Improved Preference Understanding.
CoRR, April, 2025
Efficient Temporal Consistency in Diffusion-Based Video Editing with Adaptor Modules: A Theoretical Framework.
CoRR, April, 2025
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models.
CoRR, April, 2025
ContrastiveGaussian: High-Fidelity 3D Generation with Contrastive Learning and Gaussian Splatting.
CoRR, April, 2025
CoRR, March, 2025
CoRR, March, 2025
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-Tuning.
CoRR, March, 2025
CoRR, March, 2025
CoRR, February, 2025
From In Silico to In Vitro: A Comprehensive Guide to Validating Bioinformatics Findings.
CoRR, February, 2025
From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence.
CoRR, January, 2025
Distance-based Clustering of Functional Data with Derivative Principal Component Analysis.
J. Comput. Graph. Stat., 2025
Monotone composite quantile regression neural network for censored data with a cure fraction.
Comput. Stat. Data Anal., 2025
2024
Distributed additive hazards regression analysis of multi-site current status data without using individual-level data.
Stat. Comput., December, 2024
Individualized causal mediation analysis with continuous treatment using conditional generative adversarial networks.
Stat. Comput., October, 2024
Comput. Stat. Data Anal., March, 2024
Stat. Comput., February, 2024
Stat. Comput., February, 2024
J. Multivar. Anal., 2024
J. Comput. Graph. Stat., 2024
Semiparametric Probit Regression Model with General Interval-Censored Failure Time Data.
J. Comput. Graph. Stat., 2024
From Bench to Bedside: A Review of Clinical Trials in Drug Discovery and Development.
CoRR, 2024
CoRR, 2024
Deep Learning and Machine Learning - Natural Language Processing: From Theory to Application.
CoRR, 2024
Proceedings of the International Conference on Identification, 2024
2023
Pattern Recognit., December, 2023
Generative adversarial mediation network: A novel generative learning approach to causal mediation analysis.
Knowl. Based Syst., December, 2023
J. Comput. Graph. Stat., April, 2023
2022
Consistent estimation of a joint model for multivariate longitudinal and survival data with latent variables.
J. Multivar. Anal., 2022
Ultrashort-Term Heat Load Prediction for Heat Exchange Stations Based on Dual-Source Data Feature Fusion.
IEEE Internet Things J., 2022
Mixture additive hazards cure model with latent variables: Application to corporate default data.
Comput. Stat. Data Anal., 2022
Comput. Stat. Data Anal., 2022
2021
Neural Networks, 2021
2020
Comput. Stat. Data Anal., 2020
Comput. Stat. Data Anal., 2020
Bayesian Local Influence of Generalized Failure Time Models with Latent Variables and Multivariate Censored Data.
J. Classif., 2020
2019
J. Multivar. Anal., 2019
2018
Identification of local sparsity and variable selection for varying coefficient additive hazards models.
Comput. Stat. Data Anal., 2018
Estimation and testing for time-varying quantile single-index models with longitudinal data.
Comput. Stat. Data Anal., 2018
J. Classif., 2018
2017
Comput. Stat. Data Anal., 2017
Comput. Stat. Data Anal., 2017
2014
First Passage Optimality for Continuous-Time Markov Decision Processes With Varying Discount Factors and History-Dependent Policies.
IEEE Trans. Autom. Control., 2014
2013
J. Multivar. Anal., 2013
A Bayesian semiparametric dynamic two-level structural equation model for analyzing non-normal longitudinal data.
J. Multivar. Anal., 2013
Comput. Stat. Data Anal., 2013
2012
Linear Programming and Constrained Average Optimality for General Continuous-Time Markov Decision Processes in History-Dependent Policies.
SIAM J. Control. Optim., 2012
A criterion-based model comparison statistic for structural equation models with heterogeneous data.
J. Multivar. Anal., 2012
A Bayesian approach for generalized random coefficient structural equation models for longitudinal data with adjacent time effects.
Comput. Stat. Data Anal., 2012
2011
Performance Analysis for Controlled Semi-Markov Systems with Application to Maintenance.
J. Optim. Theory Appl., 2011
A mixture of generalized latent variable models for mixed mode and heterogeneous data.
Comput. Stat. Data Anal., 2011
Response to "Comments on 'Bayesian variable selection for disease classification using gene expression data'".
Bioinform., 2011
2010
Bioinform., 2010
2009
IEEE Trans. Autom. Control., 2009
Oper. Res. Lett., 2009
2008
On Bayesian estimation and model comparison of an integrated structural equation model.
Comput. Stat. Data Anal., 2008
2006
Assessing local influence for nonlinear structural equation models with ignorable missing data.
Comput. Stat. Data Anal., 2006
2004
J. Classif., 2004
2003
Maximum likelihood estimation and model comparison of nonlinear structural equation models with continuous and polytomous variables.
Comput. Stat. Data Anal., 2003
Maximum Likelihood Estimation and Model Comparison for Mixtures of Structural Equation Models with Ignorable Missing Data.
J. Classif., 2003