Hongwei Jin's repositories
awesome-nonconvex-optimization
A collection of papers and readings for non-convex optimization
gnn_in_neurips_2019
A comprehensive collection of GNN works in NeurIPS 2019.
MinCutAlgo
An implementation of Karger's Min-Cut Algorithm and Karger-Stein Algorithm.
AMPL-project
This is a primal project related to course MATH 535, however the AMPL (A mathematical Programming Language) is the main object
IJCAI22-GWLDP
IJCAI22 - Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs
All-in-one-of-graph-convolutional-networks
A collection of published works based on graph convolutional networks
cert_ogw
Source code of the paper "Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats" at NeurIPS'22
julia_tutorial_101
A tutorial for the Julia programming language
networkx
Official NetworkX source code repository.
nsopy
Methods for Non-Smooth Convex Optimization (NSO), written in Python
pl_in_neurips_2019
Private learning in NeurIPS 2019
POT
POT : Python Optimal Transport
pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)