XiaoxinHe/Awesome|Graph|LLM
XiaoxinHe/Awesome-Graph-LLM: A collection of ... - GitHub
This repository aims to bridge that gap by providing a curated list of research papers that explore the intersection of graph-based techniques with LLMs.
Activity · XiaoxinHe/Awesome-Graph-LLM - GitHub
Merge pull request #36 from WxxShirley/main. Pull request merge. XiaoxinHepushed 2 commits to main • 1771803…cd6ac66 •. 4 days ago ...
Xiaoxin He on X: "Our GitHub repo Awesome-Graph-LLM: https://t.co ...
Our GitHub repo Awesome-Graph-LLM: https://t.co/dqHWfwCY0L, has received 1k+ stars! A huge thank you to everyone who has supported and ...
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning. Xiaoxin He, Xavier Bresson, Thomas Laurent, Adam ...
Sepideh Hosseinian on LinkedIn: GitHub - XiaoxinHe/Awesome ...
Sepideh Hosseinian's Post · GitHub - XiaoxinHe/Awesome-Graph-LLM: A collection of AWESOME things about Graph-Related LLMs. · More Relevant Posts · Leonardo Lima, ...
Xiaoxin He в X: „ Awesome-Graph-LLM Check out this GitHub repo ...
Awesome-Graph-LLM Check out this GitHub repo for a collection of AWESOME things about Graph-Related Large Language Models (LLMs): ...
Enhancing Retrieval-Augmented Generation with Knowledge Graphs
... LLM. Reference: https://arxiv.org/pdf/2402.15183 · GitHub - XiaoxinHe/Awesome-Graph-LLM: A collection of AWESOME things about Graph-Related LLMs ...
Xiaoxin He - Google Scholar
PhD student, National University of Singapore - Cited by 328 - Large Language Models - Graph Neural Networks - Machine Learning
Xiaoxin He - G-Retriever - YouTube
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding | Xiaoxin He ... GraphRAG: LLM-Derived Knowledge Graphs for RAG.
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text ...
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning. Authors:Xiaoxin He, Xavier Bresson, ...
Chat with Your Graph. G-Retriever - Medium
GitHub repo: https://github.com/XiaoxinHe/G-Retriever Email: [email protected]. Here's a fun fact as a thank you for reading to the ...
Spectral graph convolution, an important tool of data filtering on graphs, relies on two essential decisions; selecting spectral bases for signal transformation ...
Xiaoxin He. PhD student, School of Computing ... Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning.
LLM for Graphs - XGraph - My Related Work - Zhiqian Chen
Graph to Text · XiaoxinHe/Awesome-Graph-LLM: A collection of AWESOME things about Graph-Related LLMs. · WxxShirley/Awesome-Graph-Prompt: Awesome ...
Xiaoxin He - Google Scholar
PhD student, National University of Singapore - Cité(e) 328 fois - Large Language Models - Graph Neural Networks - Machine Learning
These issues could be partially mitigate by integrating external knowledge graphs (KG) in LLM reasoning. However, the method of their incorporation is still ...
Xiaoxin He, Xavier Bresson, Thomas Laurent, Bryan Hooi: Explanations as Features: LLM-Based Features for Text-Attributed Graphs. CoRR abs/2305.19523 (2023) ...
Homepage of Xiao Huang - PolyU
Our research interests span knowledge graphs, retrieval-augmented generation (RAG) for LLMs, graph RAG, LLM evaluation, text-to-SQL, graph neural networks, and ...
A Generalization of ViT/MLP-Mixer to Graphs
A Generalization of ViT/MLP-Mixer to Graphs. Xiaoxin He, Bryan Hooi, Thomas Laurent, Adam Perold, Yann Lecun, Xavier Bresson. Proceedings of the 40th ...
Xavier Bresson on X: "Very happy for @he_xiaoxin -- well-deserved ...
... GraphRAG which grounds LLM responses in a knowledge sub-graph relevant to user queries. https://xiaoxinhe.github.io. Quote. Xiaoxin He.