Pinned Repositories
Awesome-Language-Model-on-Graphs
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey"
Awesome-Multimodal-on-Graphs
A curated list of papers and resources about multimodal learning on graphs.
Edgeformers
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)
Graph-CoT
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
Heterformer
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)
InstructG2I
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs (NeurIPs 2024)
LMIndexer
Language Models as Semantic Indexers (ICML 2024)
METAG
Learning Multiplex Representations on Text-Attributed Graphs with One Language Model Encoder
Patton
Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)
PeterGriffinJin.github.io
my homepage
PeterGriffinJin's Repositories
PeterGriffinJin/Awesome-Language-Model-on-Graphs
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey"
PeterGriffinJin/Graph-CoT
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
PeterGriffinJin/Edgeformers
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)
PeterGriffinJin/Patton
Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)
PeterGriffinJin/LMIndexer
Language Models as Semantic Indexers (ICML 2024)
PeterGriffinJin/Awesome-Multimodal-on-Graphs
A curated list of papers and resources about multimodal learning on graphs.
PeterGriffinJin/Heterformer
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)
PeterGriffinJin/InstructG2I
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs (NeurIPs 2024)
PeterGriffinJin/METAG
Learning Multiplex Representations on Text-Attributed Graphs with One Language Model Encoder
PeterGriffinJin/PeterGriffinJin.github.io
my homepage
PeterGriffinJin/Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
PeterGriffinJin/FlashRAG
⚡FlashRAG: A Python Toolkit for Efficient RAG Research
PeterGriffinJin/Learning-to-rank-from-implicit-feedback
PeterGriffinJin/nn4nlp-code
Code Samples from Neural Networks for NLP
PeterGriffinJin/alignment-handbook
Robust recipes to align language models with human and AI preferences
PeterGriffinJin/axolotl
Go ahead and axolotl questions