yzfxmu's repositories
revisiting_robustness
The codebase used to generate the reults in the ICLR 2023 paper "Revisiting Robustness in Graph Machine Learning".
robustness_of_gnns_at_scale
This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).
buzz
Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.
Const-me-Whisper
High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
DP-CroSUE
Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees
DragGAN
Official Code for DragGAN (SIGGRAPH 2023)
DropMessage
The implementation for DropMessage.
EvenNet
Pytorch implementation of EvenNet.
gCooL
PyTorch implementation of the paper "Graph Communal Contrastive Learning" (WWW 2022)
GLOD-Issues
Source code and additional results for GLOD issues
GOAL-Graph-Complementary-Learning
The Open Source Code For ICML 2023 Paper "Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs"
Graph-Diffusion-CDE
Graph Neural Convection-Diffusion with Heterophily
GraphCAD
TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf
GTrans
[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"
nudtpaper
A LaTeX template for Master/PhD Thesis of NUDT
Paper-Picture-Writing-Code
Paper Picture Writing Code
Robustness-of-Graph-Neural-Diffusion
On the Robustness of Graph Neural Diffusion to Topology Perturbations
SAGOD
A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。
sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
spectral-inspired-gnn
Code for Paper "From Local to Global: Spectral-Inspired Graph Neural Networks"
STABLE
source code of KDD 2022 paper "Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN".
TriCL
I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs (AAAI'23)
voice-azure-speechtotext-py
Sample Code for Realtime Transcription using Nexmo, Microsoft Azure Speech Services & websockets
When-Do-GNNs-Help
Official repository for NeurIPS 2023 paper "When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homophily Principle on Node Distinguishability"
whisper
Robust Speech Recognition via Large-Scale Weak Supervision
whisper.cpp
Port of OpenAI's Whisper model in C/C++