knowledge-graph-reasoning 开源项目推荐（21 个）

heathersherry /Knowledge-Graph-Tutorials-and-Papers

Insightful Tutorials and Papers about Knowledge Graphs

THU-KEG /Knowledge_Graph_Reasoning_Papers

必读知识图谱推理论文

ngl567 /KGR-Survey

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects

Yueshengxia /KGC

Some papers on knowledge graph completion

THU-KEG /DacKGR

Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"

LinXueyuanStdio /TFLEX

[NeurIPS 2023] TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph

RutgersDM /DKGR

Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)

LARS-research /AdaProp

[KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning

jnanliu /KnowFormer

[ICML 2024] KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning

zxlzr /LegalPP

Source code and dataset for the CCKS2021 paper "Text-guided Legal Knowledge Graph Reasoning".

Theepankumargandhi /Multi-Agent-Orchestration

AgentForge a multi-agent AI platform for evidence-backed RAG and verified coding workflows. Built with LangGraph, FastAPI and React, featuring multimodal document analysis, sandboxed coding agents, human in the loop approvals and automated LLM evaluations.

MIRALab-USTC /KGRPapers

Must-read papers on Knowledge Graph Reasoning (KGR)

HKUST-KnowComp /EFO-1-QA-benchmark

Benchmark for Answering Existential First Order Queries with Single Free Variable (NeurIPS dataset and benchmark 2021)

LB0828 /FtG

[COLING'25] Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion

LIANGKE23 /Awesome-Knowledge-Graph-Reasoning

AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

HKUST-KnowComp /LMPNN

Logical Message Passing Networks with One-hop Inference in Atomic Formulas (ICLR 2023)

arunarn2 /DeepPathwithTensorforce

DeepPath - A Deep Reinforcement Learning Method for Knowledge Graph Reasoning using TensorForce

NSLab-CUK /Halal-or-Not

Halal or Not is a novel Attributed Knowledge Graph Completion Model developed by NS Lab @ CUK based on pure PyTorch backend. This model aims at analyzing ingredients of everyday products to predict their cultural availability, e.g. predicting whether food or cosmetics meet halal or vegan criteria.

chenli-yy /entropy-box-public

A Knowledge Compiler for Embodied AI, a system of agent to build knowledge graph for whole embodied ai.

canlinzhang /SiaILP

Inductive link prediction using purely path-based model, IJCNN 2024