Jeong ii tae – Medium

Jeong ii tae

Really helpful to knowledge graph for reasoning and improving LLM performance?

Evolving the industry of LLM, we had been faced the challenge for enhancing their performance aspect of hallucination , data privacy and…

7 min readApr 15, 2024

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Really helpful to knowledge graph for reasoning and improving LLM performance?

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Jeong ii tae

Semantic search and its supplement ‘Graph based prompting’

Graph Neural Prompting with Large Language Models

6 min readMar 24, 2024

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Semantic search and its supplement ‘Graph based prompting’

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Jeong ii tae

From RAG to GraphRAG , What is the GraphRAG and why i use it?

Before discussing RAG and GraphRAG,

13 min readMar 12, 2024

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From RAG to GraphRAG , What is the GraphRAG and why i use it?

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Jeong ii tae

Graph Foundation Models

[Contact Info]

7 min readMar 10, 2024

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Graph Foundation Models

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Jeong ii tae

GraphRAG, Let’s check the rationality with the paper and a few checklists to see if it’s time to…

Email : [email protected]

9 min readMar 3, 2024

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GraphRAG, Let’s check the rationality with the paper and a few checklists to see if it’s time to…

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Jeong ii tae

Neural Scaling Laws on Graphs, do you believe is there strong related between model , data size…

Correlation between model , data size and model performance at grpah data.

6 min readFeb 25, 2024

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Neural Scaling Laws on Graphs, do you believe is there strong related between model , data size…

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Jeong ii tae

GraNNDis / before you worried the large graph training , this architecture can help your worry…

GraNNDis: Efficient Unified Distributed Training Framework for Deep GNNs on Large Clusters

6 min readFeb 18, 2024

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GraNNDis / before you worried the large graph training , this architecture can help your worry…

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Jeong ii tae

Graph FDS | before we implement the model , we must know the trend of FDS paper — 04

review _ Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection

6 min readFeb 4, 2024

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Graph FDS | before we implement the model , we must know the trend of FDS paper — 04

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Jeong ii tae

Graph FDS | before we implement the model , we must know the trend of FDS paper — 03

H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections

5 min readJan 29, 2024

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Graph FDS | before we implement the model , we must know the trend of FDS paper — 03

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Jeong ii tae

Graph FDS | before we implement the model , we must know the trend of FDS paper — 02

Label Information Enhanced Fraud Detection against Low Homophily in Graphs

4 min readJan 22, 2024

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Graph FDS | before we implement the model , we must know the trend of FDS paper — 02

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Jeong ii tae

Jeong ii tae

Linkedin : jeongiitae / i'm the graph and network data enthusiast. I always consider how the graph data is useful in the real-world.

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