Xin Wang's repositories
LGGM_Tutorial
The user-friendly tutorial to help beginner to understand graph diffusion model in the discrete state space
bee_oda_caves
program to measure and record bee’s ommatidia diameter
data_centric_molscaffold
Explore out of distribution in the molecule datasets casued by scaffold splitting
data_centric_transfer_scaffold
[NeurIPS'23] Source code of "Data-Centric Learning from Unlabeled Graphs with Diffusion Model": A data-centric transfer learning framework with diffusion model on graphs.
xwang38438
Config files for my GitHub profile.
Cell-Attention-Network-on-Molecule
Test if higher-order data structure can perform better than general GNNs on molecular graphs
DiGress_project
code for the paper "DiGress: Discrete Denoising diffusion for graph generation"
molecule-cell-gen
Improve GDSS model by considering molecules as cellular complexes
CS224W-Colab-xwang160
Solutions for CS224W Winter 2021 Colab
TopoModelX_challenge
Topological Deep Learning
DconnNet
Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
DDM2
Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models, ICLR2023
ece_594_final
Multi-voxel pattern analyses methods based on ML & DL to decode the category of visual stimuli viewed by a human subject based on their recorded brain activity in fMRI form
bee_acuity
measuring acuity of bee vision from eye images
PytorchGeometricTutorial
Pytorch Geometric Tutorials
vignette-timeseries-anomaly-detection
Time series anomaly detection and change-point on the univariate (potentially multivariate case) for time series economic data from LA concerning unemployment
S3CMTF
Movelab Testing Problem
DDPM_Learn
PyTorch DDPM implementation
ECE594N_MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation