Graph Language Models

There are 19 graph language models tracked. The highest-rated is RManLuo/reasoning-on-graphs at 44/100 with 497 stars.

Get all 19 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=graph-language-models&limit=20"

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#	Model	Score	Tier	Stars	Language
1	RManLuo/reasoning-on-graphs Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful...	44	Emerging	497	Python
2	alibaba/GraphTranslator GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks	43	Emerging	118	Python
3	HKUDS/OpenGraph [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"	42	Emerging	330	Python
4	HKUDS/GraphEdit "GraphEdit: Large Language Models for Graph Structure Learning"	39	Emerging	143	Python
5	iMoonLab/LLM4Hypergraph The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models...	37	Emerging	38	Python
6	UCSC-REAL/DS2 [ICLR 2025] Official implementation of paper "Improving Data Efficiency via...	36	Emerging	101	Python
7	amajee11us/TabGLM [AAAI' 25] Tabular Graph-Text Representation Learning with Consistency Minimization	34	Emerging	6	Python
8	Alba-Intelligence/GraphMERT.jl Julia implementation of the GraphMERT algorithm (Arxiv 2510.09580)	32	Emerging	8	Julia
9	PeterGriffinJin/Heterformer Heterformer: Transformer-based Deep Node Representation Learning on...	32	Emerging	28	Jupyter Notebook
10	codefuse-ai/GALLa [ACL 2025] Graph Aligned Large Language Models for Improved Source Code Understanding	31	Emerging	43	Python
11	PeterGriffinJin/Patton Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)	29	Experimental	32	Python
12	oooranz/GraDe 📐 Not All Features Deserve Attention: Graph-Guided Dependency Learning for...	27	Experimental	2	Python
13	WxxShirley/LLMNodeBed [ICML 2025] Official implementation for paper "A Comprehensive Analysis on...	26	Experimental	67	Python
14	ZhuYun97/GraphCLIP Official implementation of GraphCLIP: Enhancing Transferability in Graph...	26	Experimental	67	Python
15	minjiyoon/MMGL Multimodal Graph Learning: how to encode multiple multimodal neighbors with...	25	Experimental	67	Python
16	wondergo2017/LLM4DyG Implementation codes for KDD24 paper "LLM4DyG: Can Large Language Models...	24	Experimental	33	Python
17	zjukg/OntoTune [Paper][WWW2025] OntoTune: Ontology-Driven Self-training for Aligning Large...	21	Experimental	25	Python
18	duongkstn/durationqa-vlsp-solution VLSP 2025 Vietnamese temporalQA - DurationQA. First Rank Solution.	15	Experimental	2	Python
19	zjukg/STAR [Preprint] Structured and Abstractive Reasoning on Multi-modal Relational...	12	Experimental	3	Python