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@KnowledgeXLab

KnowledgeX Lab

Knowledge Frontier Team @ Shanghai Artificial Intelligence Laboratory

Welcome to KnowledgeX Lab!

We are thrilled to dive deep into AGI technologies focusing on knowledge extraction, representation, organization, reasoning and predictive modeling.

Exploratory Research Directions

Our research scope covers (but is not limited to) the following cutting-edge fields:

  • 🤖 Lifelong, continuous & autonomous learning for intelligent agents
  • 📖 Autonomous Knowledge Structuring, Fusion and Generation
  • 🔬 Frontier AGI for Scientific Discovery (AGI4S)
  • 👥 human-agent co-evolution & next-gen HCI (e.g., Generative UI)

Popular repositories Loading

  1. LeanRAG LeanRAG Public

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

    Python 252 28

  2. RAKG RAKG Public

    Document-level Retrieval Augmented Knowledge Graph Construction

    Python 205 19

  3. MemVerse MemVerse Public

    MemVerse: Multimodal Memory for Lifelong Learning Agents

    Python 153 12

  4. EvolveR EvolveR Public

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

    Python 93 6

  5. MUSE MUSE Public

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

    Python 93 29

  6. HetaRAG HetaRAG Public

    Hybrid Deep Retrieval-Augmented Generation across Heterogeneous Data Stores

    Python 45 3

Repositories

Showing 10 of 27 repositories

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