yzfxmu's repositories

revisiting_robustness

The codebase used to generate the reults in the ICLR 2023 paper "Revisiting Robustness in Graph Machine Learning".

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robustness_of_gnns_at_scale

This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).

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buzz

Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.

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Const-me-Whisper

High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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DP-CroSUE

Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees

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DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

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DropMessage

The implementation for DropMessage.

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EvenNet

Pytorch implementation of EvenNet.

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gCooL

PyTorch implementation of the paper "Graph Communal Contrastive Learning" (WWW 2022)

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GLOD-Issues

Source code and additional results for GLOD issues

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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"

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Graph-Diffusion-CDE

Graph Neural Convection-Diffusion with Heterophily

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GraphCAD

TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf

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GTrans

[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"

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nudtpaper

A LaTeX template for Master/PhD Thesis of NUDT

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Paper-Picture-Writing-Code

Paper Picture Writing Code

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Robustness-of-Graph-Neural-Diffusion

On the Robustness of Graph Neural Diffusion to Topology Perturbations

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SAGOD

A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。

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sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

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spectral-inspired-gnn

Code for Paper "From Local to Global: Spectral-Inspired Graph Neural Networks"

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STABLE

source code of KDD 2022 paper "Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN".

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TriCL

I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs (AAAI'23)

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voice-azure-speechtotext-py

Sample Code for Realtime Transcription using Nexmo, Microsoft Azure Speech Services & websockets

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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"

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whisper

Robust Speech Recognition via Large-Scale Weak Supervision

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whisper.cpp

Port of OpenAI's Whisper model in C/C++

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