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A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.
485
46
[KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
Python
234
41
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
Python
79
3
The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).
Python
74
3
[ACL'26 Main] Official code for "LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning".
Python
71
9
The code implementation for TTCS: Test-Time Curriculum Synthesis for Self-Evolving.
Python
57
6
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Showing 10 of 114 repositories
EvoMemState
Public
Code for "EvoMemState: Evolving Memory State for Personal Agents"
XMUDeepLIT/EvoMemState's past year of commit activity
Python
32
2
1
0
Updated Nov 6, 2026
JitSkill
Public
Just-in-Time Skill Retrieval via Long-Horizon State Tracking
XMUDeepLIT/JitSkill's past year of commit activity
Python
8
MIT
1
0
0
Updated Nov 5, 2026
ReflectMT
Public
[NeurIPS 2026] ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation
XMUDeepLIT/ReflectMT's past year of commit activity
Python
0
Apache-2.0
0
0
0
Updated Nov 3, 2026
LegalGraphRAG
Public
[ACL'26 Main] Official code for "LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning".
XMUDeepLIT/LegalGraphRAG's past year of commit activity
Python
71
9
0
0
Updated Oct 31, 2026
XMUDeepLIT/XMUDeepLIT.github.io's past year of commit activity
HTML
0
MIT
0
0
0
Updated Oct 28, 2026
SPEC-Distill
Public
Official Implementation of SPEC-Distill. (EMNLP 2026 Main Conference)
XMUDeepLIT/SPEC-Distill's past year of commit activity
Python
1
0
0
0
Updated Oct 26, 2026
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.
XMUDeepLIT/Awesome-Self-Evolving-Agents's past year of commit activity
TTCS
Public
The code implementation for TTCS: Test-Time Curriculum Synthesis for Self-Evolving.
XMUDeepLIT/TTCS's past year of commit activity
Python
57
6
0
4
Updated Oct 23, 2026
WnW
Public
Code for "WnW: Waxing-and-Waning KV Cache for Long-Form Speech LLMs" (EMNLP 2026)
XMUDeepLIT/WnW's past year of commit activity
Python
0
0
0
0
Updated Oct 11, 2026
MemSyco-Bench
Public
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory
XMUDeepLIT/MemSyco-Bench's past year of commit activity
Python
23
MIT
0
0
0
Updated Oct 6, 2026
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