Pinned Repositories
AdaGNN
Open-source code for ''Graph Neural Networks with Adaptive Frequency Response Filter''.
AdaSNN
Code for "Adaptive Subgraph Neural Network with Reinforced Critical Structure Mining"
AGS-GNN
Attribute-guided Sampling for Graph Neural Network, Large Scale algorithm for Heterophilic Graphs
Anomaly-Detection-OCGAN-tensorflow
Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
antibenford-subgraphs
awesome-adversarial-machine-learning
A curated list of awesome adversarial machine learning resources
GIB
Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs
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).
yzfxmu's Repositories
yzfxmu/revisiting_robustness
The codebase used to generate the reults in the ICLR 2023 paper "Revisiting Robustness in Graph Machine Learning".
yzfxmu/robustness_of_gnns_at_scale
This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).
yzfxmu/AGS-GNN
Attribute-guided Sampling for Graph Neural Network, Large Scale algorithm for Heterophilic Graphs
yzfxmu/buzz
Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.
yzfxmu/Const-me-Whisper
High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model
yzfxmu/DP-CroSUE
Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees
yzfxmu/DragGAN
Official Code for DragGAN (SIGGRAPH 2023)
yzfxmu/DragGAN-Windows-GUI
yzfxmu/DropMessage
The implementation for DropMessage.
yzfxmu/EvenNet
Pytorch implementation of EvenNet.
yzfxmu/gCooL
PyTorch implementation of the paper "Graph Communal Contrastive Learning" (WWW 2022)
yzfxmu/GLOD-Issues
Source code and additional results for GLOD issues
yzfxmu/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"
yzfxmu/Graph-Diffusion-CDE
Graph Neural Convection-Diffusion with Heterophily
yzfxmu/GTrans
[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"
yzfxmu/Network-Usable-Info-Framework
yzfxmu/nudtpaper
A LaTeX template for Master/PhD Thesis of NUDT
yzfxmu/Paper-Picture-Writing-Code
Paper Picture Writing Code
yzfxmu/Robustness-of-Graph-Neural-Diffusion
On the Robustness of Graph Neural Diffusion to Topology Perturbations
yzfxmu/SAGOD
A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。
yzfxmu/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
yzfxmu/spectral-inspired-gnn
Code for Paper "From Local to Global: Spectral-Inspired Graph Neural Networks"
yzfxmu/STABLE
source code of KDD 2022 paper "Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN".
yzfxmu/stream-translator
yzfxmu/TADA
the official implementation of KDD2024 paper "Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks"
yzfxmu/TriCL
I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs (AAAI'23)
yzfxmu/voice-azure-speechtotext-py
Sample Code for Realtime Transcription using Nexmo, Microsoft Azure Speech Services & websockets
yzfxmu/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"
yzfxmu/whisper
Robust Speech Recognition via Large-Scale Weak Supervision
yzfxmu/whisper.cpp
Port of OpenAI's Whisper model in C/C++