JinheonBaek

RGCN

Pytorch implementation of a RGCN Link Prediction Model

GMT

Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)

GEN

Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020)

FED-PUB

Official Code Repository for the paper - Personalized Subgraph Federated Learning (ICML 2023)

KALMV

Official Code Repository for Knowledge-Augmented Language Model Verification (EMNLP 2023)

DS-RedBlackTree

Korea University, COSE213, DataStructure, RedBlackTree, Spring 2017.

JinheonBaek.github.io

Blog for JinheonBaek

Beer-Classification

Brewer's Friend Beer Recipes / Beer style classification

BlockChain-Mini

Computer-Network

Korea Univ. / Computer Network Course / cose342 / Fall, 2018

cushy

Microsoft Student Partners Project (2017,01 ~ 2017.06)

DeepLearning-Lab

Materials for the Lab Session #2 in Deep Learning Course at KAIST AI

GNNPapers

Must-read papers on graph neural networks (GNN)

JinheonBaek

KRLPapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

RAG-Survey

2019-1-Graduation-Competition

Jinheon Baek, Soyeong Jeong, Gold Medal (First Prize), Graduation Project Competition, Computer Science & Engineering, Korea University

ansible-playbook-intellij-eclipse

Install Software like intellij, eclipse on Multiple machines using Ansible-Playbook (on AWX)

Awesome-LLM-hallucination

LLM hallucination paper list

dgl

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

inc0gnito

Inc0gnito Security Conference Web-Page

KGE

Some papers on Knowledge Graph Embedding(KGE)

knowledge-graphs

A collection of research on knowledge graphs

LLM-Factuality-Survey

The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>

LLM4Rec-Awesome-Papers

A list of awesome papers and resources of recommender system on large language model (LLM).

MachineLearning

Korea Univ. / Machine Learning Course / cose362 / Fall, 2018

ProgrammingLanguage

Korea Univ. / Programming Language Course (Assignment: Make Simple Software) / cose213(03) / Fall, 2018

Python-for-Everybody-TermProject

Korea University, COSE156, PythonForEverybody, Term-Project, Spring 2017.

pytorch_geometric

Graph Neural Network Library for PyTorch

Samsung_Text_Generation_Tutorial

Make your story like Shakespeare with your own model.