research

my academic work, such as courseworks, theses and projects.

2024

  1. sennet.png
    Hepatic nnUnet Transfer Learning for Renal Blood Vessel Segmentation
    Xuelong An, and George Tang
    Mar 2024
    Code Slides
  2. mcmc.png
    Vectorized Markov Chain Monte Carlo parameter estimation for the multispecies coalescent model for two species
    Xuelong An
    Feb 2024
    PDF Code
  3. schizophrenia.png
    Schizophrenia classification from brain anatomical data using machine learning and Bayesian optimization
    Xuelong An
    Mar 2024
    PDF Code Slides
  4. connectome.png
    Modelling the relationship between the brain’s structural and functional connectome
    Xuelong An, Tianchi Chen, Zijie Cheng, and 3 more authors
    Apr 2024
    PDF Slides
  5. pipeline_preprint.png
    Unveiling Colon Cancer Therapy Resistance: A Multiple-Instance Learning Approach to Cell Dormancy Classification in Histopathology Images
    Xuelong An, Petru Manescu, Pan Shi, and 1 more author
    Sep 2024
    PDF Code Preprint

2023

  1. nesy_models_framework_verbeta.png
    Charting the Landscape of Neurosymbolic Reasoners
    Xuelong An, and Antonio Vergari
    Apr 2023
    PDF Poster Slides
  2. clevr-hans3.png
    SaSSY (Symbolic And Sub-SYmbolic) Attention: Assessing the Robustness of Neuro-Symbolic Modelling in the CLEVR-Hans3 Dataset
    Jingxuan Chen, Paolo Cassina, and Xuelong An
    May 2023
    PDF Slides