Xin T. Tong

National University of Singapore — Singapore

Mathematics · Physical Sciences

15h-index665citations106works0.62yr avg
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Research Topics

Markov Chains and Monte Carlo Methods(24), Meteorological Phenomena and Simulations(14), Statistical Methods and Inference(13), Gaussian Processes and Bayesian Inference(13), Climate variability and models(9)

Publications106 total

Romeb: Robust Median-Based Bayesian Growth Curve Modeling
2025Open Access
Evaluation of missing data analytical techniques in longitudinal research: Traditional and machine learning approaches.
Psychological Methods·2025Open Access
METRIC PROPERTIES FOR (−β)-TRANSFORMATION WITH NONRECURRENT ORBITS OF 1
Fractals·2025
On the exponential convergence to equilibrium for ultrafast diffusion equations
arXiv (Cornell University)·2025Open Access
Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based Modeling
2025
Adaptive Parameter Tuning of Evolutionary Computation Algorithms
Statistics in Biosciences·2025· 1 citedOpen Access
Local MALA-within-Gibbs for Bayesian Image Deblurring with Total Variation Prior
SIAM Journal on Scientific Computing·2025· 1 cited
A Comparative Evaluation of a Conditional Median-Based Bayesian Growth Curve Modeling Approach with Missing Data
Structural Equation Modeling A Multidisciplinary Journal·2025
Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based Modeling
arXiv (Cornell University)·2025Open Access
Resolving Memorization in Empirical Diffusion Model for Manifold Data in High-Dimensional Spaces
arXiv (Cornell University)·2025Open Access
Thermodynamic Uncertainty Relation for $f$-divergence Entropy Production
arXiv (Cornell University)·2025Open Access
Uniform error bound for PCA matrix denoising
Bernoulli·2025· 4 cited
Convergence speed and approximation accuracy of numerical MCMC
Advances in Applied Probability·2024· 1 citedOpen Access
Stein's method for marginals on large graphical models
arXiv (Cornell University)·2024Open Access
Demystifying the Token Dynamics of Deep Selective State Space Models
arXiv (Cornell University)·2024Open Access
The ensemble kalman filter for dynamic inverse problems
Information and Inference A Journal of the IMA·2024
Local MALA-within-Gibbs for Bayesian image deblurring with total variation prior
arXiv (Cornell University)·2024Open Access
$\infty$-Categorical Generalized Langlands Correspondence III: $\infty$-Stackification
arXiv (Cornell University)·2024Open Access
Wasserstein gradient flow for optimal probability measure decomposition
arXiv (Cornell University)·2024Open Access
ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Andrew J. Majda(14), Nan Chen(5), Matthias Morzfeld(5), Neil K. Chada(4), Youssef Marzouk(3), Tiangang Cui(3), Simon Weißmann(2), Claudia Schillings(2), Ramon van Handel(2), Youjie Ma(2), Xuesong Zhou(2), Dandan Tang(2), David R. Kelly(1), Zhiyong Zhang(1), Ke‐Hai Yuan(1), Ming‐Xiao Zhu(1), Yan‐Bo Wang(1), Ding‐Ge Chang(1), Guanjun Zhang(1), Ling Ruan(1)