zhuyulin-tony Goto Github PK
Name: Yulin Zhu
Type: User
Company: The Hong Kong Polytechnic University
Location: Hong Kong SAR
Name: Yulin Zhu
Type: User
Company: The Hong Kong Polytechnic University
Location: Hong Kong SAR
The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.
BinarizedAttack for GCN-based graph anomaly detection.
Papers about developing DL methods on disassortative graphs
AAAI'21: Data Augmentation for Graph Neural Networks
Code for Deep Anomaly Detection on Attributed Networks (SDM2019)
Graph Debiased Contrastive Learning with Joint Representation Clustering
A curated collection of adversarial attack and defense on graph data.
Open Review Toolkit: Better books, Higher sales, Increased access to knowledge
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection", TKDE-21
Structural-aware attacks on GNNs
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.