Discover @PeterGriffinJin Open Source projects

Bowen Jin (@PeterGriffinJin)

PeterGriffinJin

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Awesome-Language-Model-on-Graphs

A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey".

Graph-CoT

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)

Jupyter Notebook

Edgeformers

Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)

Patton

Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)

LMIndexer

Language Models as Semantic Indexers (ICML 2024)

Heterformer

Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)

Jupyter Notebook

Awesome-Multimodal-on-Graphs

A curated list of papers and resources about multimodal learning on graphs.

METAG

Learning Multiplex Representations on Text-Attributed Graphs with One Language Model Encoder

PeterGriffinJin.github.io