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1. HKUST-KnowComp/Awesome-In-Parameter-Memory HKUST-KnowComp/Awesome-In-Parameter-Memory Public

   Towards In-Parameter Memory Augmentation for Large Language Models. A survey paper.

   7

2. HKUST-KnowComp/DeepRefine-Skill HKUST-KnowComp/DeepRefine-Skill Public

   An agent skill to evolve the quality of LLM-Wiki (Graphify) at test time.

   Python 91 9

3. HKUST-KnowComp/DeepRefine HKUST-KnowComp/DeepRefine Public

   A reinforcement learning framework for agentic knowledge refinement that evolves KBs with multi-turn interaction history.

   Python 16 1

4. HKUST-KnowComp/AtlasKV HKUST-KnowComp/AtlasKV Public

   [ICLR'26] A scalable, effective, and general way to augment LLMs with billion-scale knowledge graphs using very little GPU memory cost.

   Python 26 4

5. HiRAG HiRAG Public

   [EMNLP'25 findings] An easy-to-use Graph RAG system using hierarchical knowledge.

   Python 555 81

6. GraphJudge GraphJudge Public

   [EMNLP'25 main] This is the official repo for the paper, Can LLMs be Good Graph Judge for Knowledge Graph Construction?

   Python 30 6