Jinheon Baek

Pytorch Implementation of RGCN Link Prediction Model

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

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

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

Official Code Repository for ResearchAgent (NAACL 2025)

Official Code Repository for OmniRetrieval

A research system that takes a plain-English question and automatically searches across databases, knowledge graphs, and text documents at the same time, translating your question into SQL, SPARQL, Cypher, or keyword search as needed.

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

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

MSP Machine Learning Evangelism

AI Connect Four (Rule / Heuristic / MLP)

Korea Univ. / Data Science Course / cose471 / Spring, 2018

MSP Machine Learning Seminar for Newcomer (2018.06.02)

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Must-read papers on graph neural networks (GNN)

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

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

Microsoft Student Partners Project (2017,01 ~ 2017.06)

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

Brewer's Friend Beer Recipes / Beer style classification

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Korea Univ. / Computer System Design Course / cose321 / Spring, 2018

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

LLM hallucination paper list

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

Graph Neural Network Library for PyTorch

A collection of research on knowledge graphs

Some papers on Knowledge Graph Embedding(KGE)

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

Make your story like Shakespeare with your own model.

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

Inc0gnito Security Conference Web-Page

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

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

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

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

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2018 Naver Data Science Competition 1st round (Jinheon, Soyeong)

Microsoft coding education volunteer (be a coding hero) Machine Learning seminar

Analyze two public domain datasets (Breast Cancer, Student Performance) using four or more classifiers.

Korea Univ. Computer Architecture, Project / MIPS_Design

SW Maestro 8th project / BOAM

Extract Movement Descriptor using hockey dataset

Korea Univ. Computer Architecture, Assignment-4 / MIPS_Assembly_BubbleSort

SW Maestro

Gokathon2017 / 온새미로

KAIST ICISTS 2017 Experience Session - Microsoft Cognitive API / JinheonBaek