Skip to content
View xy2119's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report xy2119

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
xy2119/README.md

Hello there πŸ‘‹πŸ», I'm Xinyan.

πŸŽ“ About Me

I am a 3rd-year PhD Student at Imperial College London, Department of Computing. My research is driven by the intersection of Computer Vision and 3D Graphics.

  • Supervisors: Prof. Abbas Edalat & Prof. Jiankang Deng
  • Research Focus: Computer Vision and 3D Reconstruction.
  • Specialization: Specifically focused on 2D & 3D Face Generation and digital humans.

πŸ›  Tech Stack & Packages

PyTorch TensorFlow Keras


πŸ”¬ Research & Experience

  • 3D Face Reconstruction: Exploring state-of-the-art methods for generating high-fidelity 3D facial assets from 2D images.
  • Generative AI: Working on generative models for realistic face synthesis and reenactment.
  • Previous Background: Transitioned from Biomedical Data Science (GNNs, Knowledge Graphs) and Protein Design (Geometric Deep Learning) during my MEng at Imperial.

πŸ”— Links

πŸ“§ Contact Me


πŸš€ Selected Past Projects

Popular repositories Loading

  1. Causal_Knowledge_GNN Causal_Knowledge_GNN Public

    This is the code implementation for the paper Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge

    Jupyter Notebook 8 2

  2. SO3_Invariant_ProteinMPNN SO3_Invariant_ProteinMPNN Public

    This is the code for the master thesis on building rotation invariant representation for protein design pipeline

    HTML 5

  3. Data_Mining Data_Mining Public

    Intern projects on Recommender System, Time Series Forecast, Sentiment Analysis

    Jupyter Notebook 3 1

  4. Brain_MRI_Image_Segmentation Brain_MRI_Image_Segmentation Public

    Tumor Segmentation U-Net and API development at Imperial DSI

    Jupyter Notebook 2

  5. HCARD_Augmentation_2023 HCARD_Augmentation_2023 Public

    This is the repository for AI-driven motion tracking drawing application

    Jupyter Notebook 2

  6. COVID19_Knowledge_Graph COVID19_Knowledge_Graph Public

    Word Representation and NER with BioBERT at Imperial DSI

    Jupyter Notebook 1