Repositories list

• CORTEX

  Public
  [paper][EMNLP 2026 Main] CORTEX: High-Quality Cross-Domain Organization of Web-Scale Corpora through Ontological Corpus Graph

  00 forks•11 star•00 issues•00 pull requests•Updated Sep 17, 2026Sep 17, 2026

• Logits-to-Logic

  Public
  [Paper][EMNLP 2026 Main] Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning

  00 forks•11 star•00 issues•00 pull requests•Updated Aug 29, 2026Aug 29, 2026

• OmniPhys

  Public
  Python

  •

  Other

  •00 forks•11 star•11 issue•00 pull requests•Updated Aug 25, 2026Aug 25, 2026

• ASTRA

  Public
  [paper][ACL 2026] ASTRA: Adaptive Structured Tree Reasoning Architecture for Complex Table Question Answering

  Python

  •00 forks•55 stars•11 issue•00 pull requests•Updated May 21, 2026May 21, 2026

• M-Hyper

  Public
  [Paper][ACL 2026 main] Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion

  Python

  •00 forks•1515 stars•11 issue•00 pull requests•Updated May 5, 2026May 5, 2026

• STAR

  Public
  [Findings of ACL 2026] Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images

  knowledge-graphknowledge-reasoninglarge-language-models+ 2

  knowledge-graphknowledge-reasoninglarge-language-modelsvision-language-modelmulti-modal-large-language-model

  Python

  •00 forks•77 stars•00 issues•00 pull requests•Updated May 1, 2026May 1, 2026

• UILoop

  Public

  zjukg/UILoop’s past year of commit activity
  [Paper][ACL 2026 Findings] What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning

  Python

  •00 forks•1414 stars•00 issues•00 pull requests•Updated Apr 20, 2026Apr 20, 2026

• Temp-R1

  Public

  zjukg/Temp-R1’s past year of commit activity
  [paper][ACL 2026 main] Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning

  Python

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  MIT License

  •00 forks•1111 stars•11 issue•00 pull requests•Updated Apr 8, 2026Apr 8, 2026

• CoG

  Public
  [Paper][ACL 2026]CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs

  Python

  •

  MIT License

  •00 forks•1010 stars•11 issue•00 pull requests•Updated Apr 8, 2026Apr 8, 2026

• KG-LLM-Papers

  Public
  [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

  nlpawesomeknowledge+ 12

  nlpawesomeknowledgepromptsurveyknowledge-graphgptlanguage-modelscommonsensepaper-list+ 5

  MIT License

  •159159 forks•2.2k2.2k stars•55 issues•55 pull requests•Updated Mar 2, 2026Mar 2, 2026

• KG-MM-Survey

  Public
  Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

  information-extractionsurveyknowledge-graph+ 15

  information-extractionsurveyknowledge-graphawsomeimage-classificationimage-generationsurveysentity-linkingknowledge-graph-embeddingsvisual-question-answering+ 8

  MIT License

  •2626 forks•507507 stars•00 issues•00 pull requests•Updated Mar 2, 2026Mar 2, 2026

• Enrich-on-Graph

  Public
  [Paper][EMNLP 2025] Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching

  Python

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  Apache License 2.0

  •00 forks•3535 stars•33 issues•00 pull requests•Updated Feb 8, 2026Feb 8, 2026

• RTQA

  Public
  [Paper][EMNLP 2025] RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models

  Python

  •11 fork•1818 stars•00 issues•00 pull requests•Updated Jan 29, 2026Jan 29, 2026

• UniHR

  Public
  [Paper][AAAI 2026] UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction

  graphknowledge-graphlink+ 5

  graphknowledge-graphlinkunifiedrepresentation-learningknowledge-graph-completionlink-predictionunihr

  Python

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  MIT License

  •00 forks•1818 stars•11 issue•00 pull requests•Updated Nov 3, 2025Nov 3, 2025

• SKA-Bench

  Public
  [Paper][EMNLP 2025] SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs

  benchmarkknowledgetable+ 7

  benchmarkknowledgetableknowledge-graphunderstandingevalutationlarge-language-modelsllm-benchmarkingstructured-knowledgeska-bench

  Python

  •00 forks•1111 stars•00 issues•00 pull requests•Updated Aug 27, 2025Aug 27, 2025

• KAG-ZJU

  Public
  KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solution…

  Python

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  Apache License 2.0

  •721721 forks•00 stars•00 issues•00 pull requests•Updated Aug 11, 2025Aug 11, 2025

• MyGO

  Public
  [Paper][AAAI 2025] (MyGO)Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation

  knowledge-graph-completionmulti-modaltokenization+ 4

  knowledge-graph-completionmulti-modaltokenizationcontrastive-learningmulti-modal-fusionmulti-modal-knowledge-graphmygo

  Python

  •99 forks•287287 stars•22 issues•00 pull requests•Updated Jul 28, 2025Jul 28, 2025

• OntoTune

  Public
  [Paper][WWW2025] OntoTune: Ontology-Driven Self-training for Aligning Large Language Models

  knowledgeontologymedical+ 5

  knowledgeontologymedicalknowledge-graphpost-trainingmedical-question-answeringlarge-language-modelsontotune

  Python

  •33 forks•5050 stars•11 issue•00 pull requests•Updated Jul 21, 2025Jul 21, 2025

• MoMoK

  Public
  [Paper][ICLR 2025] Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning

  knowledge-graphknowledge-graph-completionmutual-information+ 5

  knowledge-graphknowledge-graph-completionmutual-informationknowledge-graph-embeddingsmixture-of-expertscontrastive-learningmulti-modal-fusionmulti-modal-knowledge-graph

  Python

  •44 forks•5252 stars•11 issue•00 pull requests•Updated Jun 12, 2025Jun 12, 2025

• M3STR

  Public
  Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation

  Python

  •11 fork•99 stars•00 issues•00 pull requests•Updated Jun 3, 2025Jun 3, 2025

• SNAG

  Public
  [Paper][COLING 2025] Noise-powered Multi-modal Knowledge Graph Representation Framework

  graphtransformerknowledge-graph+ 10

  graphtransformerknowledge-graphlinkunifiedknowledge-graph-completionlink-predictionentity-alignmentsnagmulti-modal-knowledge-graph+ 3

  Python

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  MIT License

  •11 fork•3535 stars•11 issue•00 pull requests•Updated May 11, 2025May 11, 2025

• HyperSAT

  Public
  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Mar 21, 2025Mar 21, 2025

• LPKG

  Public
  Python

  •11 fork•2626 stars•44 issues•00 pull requests•Updated Mar 17, 2025Mar 17, 2025

• SUBARU

  Public
  [ACL 2025 Main] Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking

  evaluationknowledge-graphdatasets+ 4

  evaluationknowledge-graphdatasetsknowledge-reasoningprompt-learninglarge-language-modelsstructural-knowledge

  Python

  •11 fork•77 stars•11 issue•00 pull requests•Updated Feb 25, 2025Feb 25, 2025

• MKGL

  Public
  Mastery of a Three-Word Language for Knowledge Graph Completion

  Python

  •

  MIT License

  •33 forks•3333 stars•55 issues•00 pull requests•Updated Feb 24, 2025Feb 24, 2025

• K-ON

  Public
  K-ON: Stacking Knowledge On the Head Layer of Large Language Model, AAAI 2025 Oral

  Python

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  MIT License

  •11 fork•1111 stars•11 issue•00 pull requests•Updated Feb 22, 2025Feb 22, 2025

• TrustUQA

  Public
  [Paper][AAAI2025] TrustUQA: A Trustful Framework for Unified Structured Data Question

  Python

  •00 forks•55 stars•00 issues•00 pull requests•Updated Jan 6, 2025Jan 6, 2025

• MERRY

  Public
  Python

  •00 forks•11 star•11 issue•00 pull requests•Updated Jan 2, 2025Jan 2, 2025

• InBox

  Public
  Python

  •11 fork•00 stars•00 issues•00 pull requests•Updated Nov 28, 2024Nov 28, 2024

• KoPA

  Public
  [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion

  knowledge-graphknowledge-graph-completionmulti-modal+ 4

  knowledge-graphknowledge-graph-completionmulti-modalknowledge-graph-embeddingslarge-language-modelsinstruction-tuningmultimodal-large-language-models

  Python

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  MIT License

  •1515 forks•213213 stars•33 issues•00 pull requests•Updated Aug 12, 2024Aug 12, 2024