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ai-edu

AI education materials for Chinese students, teachers and IT professionals.

appnp

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

correctandsmooth

[ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)

course-review

cs5260-lr-range-test

CS5260 Assignment 6 -- Colossalai and LR Range Test

deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

detr

End-to-End Object Detection with Transformers

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dynaphish

eightpuzzle

Solving Eight Puzzle Problems by Four Classic Search Algorithms (DFS, BFS, UCS, A*): A GUI Demo

gat

A PyTorch Implementation of Graph Attention Network (GAT, Petar V., ICLR 2018).

gcn

A PyTorch Implementation of Graph Convolutional Network (GCN, T. Kipf, ICLR 2017)

geneticalgorithm

An algotithm to find the optimal solution

gnn4nlp-papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

gppt

imethanlee

imethanlee.github.io

knowphish

[USENIX Security 2024] Official Repository of 'KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection'

m3s_pytorch

Pytorch implementation of "Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes"

management-information-system

Database Practice: A Simple Management Information System

nlp-course-chinese

nusthesis

A LaTeX template for thesis of the National University of Singapore (NUS)

ocontact

O Contact: A Simple Material-style Android Contacts Manager. (Android Development Project 2018)

ocr

A File Scanning and Converting Program Based on Optical Character Recognition (OCR)

phishingbaseline

Implementations of 3 phishing detection and identification baselines

phishintention

PhishIntention: Phishing detection through webpage intention

phishpedia

Official Implementation of "Phishpedia: A Hybrid Deep Learning Based Approach to Visually Identify Phishing Webpages" USENIX'21

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

recommendersystem

schedule

Schedule for learning on graphs seminar