Andreas Kollegger

akollegger

akollegger

AI & ML interests

GraphRAG with Knowledge Graphs

Recent Activity

upvoted a paper 3 days ago

Retrieval-Augmented Generation with Hierarchical Knowledge

updated a collection 3 days ago

GraphRAG Papers

updated a collection 11 days ago

GraphRAG Papers

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Organizations

akollegger's activity

upvoted a paper 3 days ago

Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published 8 days ago • 1

upvoted 3 papers 11 days ago

Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective

Paper • 2410.17600 • Published Oct 23, 2024 • 1

MemGPT: Towards LLMs as Operating Systems

Paper • 2310.08560 • Published Oct 12, 2023 • 7

A-MEM: Agentic Memory for LLM Agents

Paper • 2502.12110 • Published Feb 17 • 2

upvoted a paper 15 days ago

PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths

Paper • 2502.14902 • Published about 1 month ago • 1

upvoted a paper 23 days ago

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20 • 1

upvoted a paper 24 days ago

Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks

Paper • 2502.13025 • Published about 1 month ago • 1

upvoted 4 papers about 1 month ago

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Paper • 2306.04136 • Published Jun 7, 2023 • 2

upvoted a paper about 2 months ago

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

Paper • 2501.13958 • Published Jan 21 • 1

upvoted a paper 2 months ago

SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation

Paper • 2412.15272 • Published Dec 17, 2024 • 1

upvoted a paper 6 months ago

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models

Paper • 2406.14550 • Published Jun 20, 2024 • 4

upvoted 2 papers 9 months ago

Talk like a Graph: Encoding Graphs for Large Language Models

Paper • 2310.04560 • Published Oct 6, 2023 • 3

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Paper • 2404.16130 • Published Apr 24, 2024 • 5

upvoted 3 collections 9 months ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 43 items • Updated 3 days ago • 27

KG Construction

Collection

20 items • Updated Oct 21, 2024 • 9

Graph-enhanced RAG

Collection

using knowledge graphs in RAG for grounding LLM results • 25 items • Updated Dec 15, 2024 • 13