DeepLIT Group in Xiamen University

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1. Awesome-Self-Evolving-Agents Awesome-Self-Evolving-Agents Public

   A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.

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2. MemGraphRAG MemGraphRAG Public

   [KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation

   Python 234 41

3. LLaVE LLaVE Public

   LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning

   Python 79 3

4. UME-R1 UME-R1 Public

   The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).

   Python 74 3

5. LegalGraphRAG LegalGraphRAG Public

   [ACL'26 Main] Official code for "LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning".

   Python 71 9

6. TTCS TTCS Public

   The code implementation for TTCS: Test-Time Curriculum Synthesis for Self-Evolving.

   Python 57 6