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Email

xi.geng@unimelb.edu.au

Credentials


Position
SNR Lecturer in Probability & Stochastic Processes
School of Mathematics and Statistics
Education
PhD
University of Oxford
Bachelors Degree
Sun Yat-sen University
ORCID

0000-0002-2302-7690

Dr Xi Geng

SNR Lecturer in Probability & Stochastic Processes
School of Mathematics and Statistics

24 Scholarly works
1 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Stochastic domination of exit times for random walks and Brownian motion with drift
    DOI: 10.1080/15326349.2025.2515964
  • 2024

    Journal article

    Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations
  • 2024

    Journal article

    On the lack of Gaussian tail for rough line integrals along fractional Brownian paths
    DOI: 10.1007/s00440-023-01242-4
  • 2024

    Conference Proceedings

    Identifiability Analysis of Linear ODE Systems with Hidden Confounders
  • 2023

    Journal article

    Precise Local Estimates for Differential Equations driven by Fractional Brownian Motion: Elliptic Case
    DOI: 10.1007/s10959-022-01208-7
  • 2023

    Journal article

    Non-degeneracy of stochastic line integrals
    DOI: 10.1214/23-EJP1017
  • 2021

    Research grants (other domestic)

    Inverting the Signature Transform for Rough Paths and Random Processes
Xi Geng

Latest Honours,
Awards and Fellowships


2021
ARC DECRA Fellowship

RECENT SCHOLARLY WORKS

  • 2023

    Journal article

    SL 2(R)-developments and signature asymptotics for planar paths with bounded variation
    DOI: 10.4171/RMI/1397
  • 2023

    Conference Proceedings

    Generator Identification for Linear SDEs with Additive and Multiplicative Noise
  • 2022

    Journal article

    Lipschitz-stability of controlled rough paths and rough differential equations
    DOI: 10.18910/88491
  • 2022

    Journal article

    PRECISE LOCAL ESTIMATES FOR DIFFERENTIAL EQUATIONS DRIVEN BY FRACTIONAL BROWNIAN MOTION: HYPOELLIPTIC CASE
    DOI: 10.1214/21-AOP1542

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