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@KnowledgeXLab

KnowledgeX Lab

Knowledge Frontier Team @ Shanghai Artificial Intelligence Laboratory
README.md

Welcome to KnowledgeX Lab! We are excited to explore AGI for knowledge extraction, representation, organization, reasoning, and prediction.

Exploratory research directions include, but are not limited to:

  • Frontier research in AGI for Science (AGI4S)
  • Continuous, lifelong, and autonomous learning for intelligent agents
  • Human-in-the-loop human-agent co-evolution and next-generation HCI (e.g., Generative UI)

Popular repositories Loading

  1. RAKG RAKG Public

    Document-level Retrieval Augmented Knowledge Graph Construction

    Python 205 19

  2. LeanRAG LeanRAG Public

    (AAAI 2026) Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

    Python 196 26

  3. MemVerse MemVerse Public

    MemVerse: Multimodal Memory for Lifelong Learning Agents

    Python 151 12

  4. MUSE MUSE Public

    (ACL 2026 Findings) Learning on the Job: An Experience-Driven, Self-Evolving Agent for Long-Horizon Tasks

    Python 93 29

  5. EvolveR EvolveR Public

    (ICML 2026) Self‑Evolving LLM Agents through an Experience‑Driven Lifecycle

    Python 75 3

  6. HetaRAG HetaRAG Public

    Hybrid Deep Retrieval-Augmented Generation across Heterogeneous Data Stores

    Python 45 3

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