Imagen de Portada

ExpGraph: Model-Agnostic Experience Learning with Graph-Structured Memory for LLM Agents

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Feng, Tao, Ye, Chongrui, Luo, Tianyang, Xu, Jingjun, Xu, Xueqiang, Zhang, Haozhen, Hua, Zhigang, Xie, Yan, Yang, Shuang, Liu, Ge, You, Jiaxuan
Formato:	Preprint
Publicado:	2026
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

ElasticMem: Latent Memory as a Learnable Resource for LLM Agents
por: Feng, Tao, et al.
Publicado: (2026)

ExpWeaver: LLM Agents Learn from Experience via Latent RAG
por: Feng, Tao, et al.
Publicado: (2026)

MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels
por: Luo, Tianyang, et al.
Publicado: (2026)

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing
por: Xu, Jingjun, et al.
Publicado: (2026)

GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs
por: Feng, Tao, et al.
Publicado: (2026)

Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs
por: Zhang, Haozhen, et al.
Publicado: (2024)

ResearchArcade: Graph Interface for Academic Tasks
por: Xu, Jingjun, et al.
Publicado: (2025)

LRanker: LLM Ranker for Massive Candidates
por: Feng, Tao, et al.
Publicado: (2026)

Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents
por: Ye, Chongrui, et al.
Publicado: (2026)

GraphRouter: A Graph-based Router for LLM Selections
por: Feng, Tao, et al.
Publicado: (2024)

UniRec: Unified Multimodal Encoding for LLM-Based Recommendations
por: Lei, Zijie, et al.
Publicado: (2026)

GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation
por: Feng, Tao, et al.
Publicado: (2025)

AcademicEval: Live Long-Context LLM Benchmark
por: Zhang, Haozhen, et al.
Publicado: (2025)

R1-Ranker: Teaching LLM Rankers to Reason
por: Feng, Tao, et al.
Publicado: (2025)

Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning
por: Zhang, Haozhen, et al.
Publicado: (2025)

SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers
por: Xuan, Keyang, et al.
Publicado: (2026)

PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling
por: Dai, Zhongjie, et al.
Publicado: (2025)

DiagramEval: Evaluating LLM-Generated Diagrams via Graphs
por: Liang, Chumeng, et al.
Publicado: (2025)

From Experience to Strategy: Empowering LLM Agents with Trainable Graph Memory
por: Xia, Siyu, et al.
Publicado: (2025)

DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal
por: Han, Peixuan, et al.
Publicado: (2026)

Unified Semantic and ID Representation Learning for Deep Recommenders
por: Lin, Guanyu, et al.
Publicado: (2025)

Graph World Model
por: Feng, Tao, et al.
Publicado: (2025)

GraSP: Graph-Structured Skill Compositions for LLM Agents
por: Xia, Tianle, et al.
Publicado: (2026)

GAM: Hierarchical Graph-based Agentic Memory for LLM Agents
por: Wu, Zhaofen, et al.
Publicado: (2026)

Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory
por: Zhang, Haozhen, et al.
Publicado: (2026)

FusionFactory: Fusing LLM Capabilities with Multi-LLM Log Data
por: Feng, Tao, et al.
Publicado: (2025)

GMTRouter: Personalized LLM Router over Multi-turn User Interactions
por: Xie, Encheng, et al.
Publicado: (2025)

DecompressionLM: Deterministic, Diagnostic, and Zero-Shot Concept Graph Extraction from Language Models
por: Hong, Zhaochen, et al.
Publicado: (2026)

MedExpMem: Adapting Experience Memory for Differential Diagnosis
por: Feng, Qianhan, et al.
Publicado: (2026)

Thought-Retriever: Don't Just Retrieve Raw Data, Retrieve Thoughts for Memory-Augmented Agentic Systems
por: Feng, Tao, et al.
Publicado: (2026)

Graph Memory: A Structured and Interpretable Framework for Modality-Agnostic Embedding-Based Inference
por: Oliveira, Artur A., et al.
Publicado: (2025)

3D Printing of Hierarchically Structured Metals/Alloys Based on Ion‐Infused Porous Hydrogels
por: Zhuo Sun, et al.
Publicado: (2024)

Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance
por: Lin, Guanyu, et al.
Publicado: (2024)

Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning
por: Liu, Tao, et al.
Publicado: (2025)

GraphCodeAgent: Dual Graph-Guided LLM Agent for Retrieval-Augmented Repo-Level Code Generation
por: Li, Jia, et al.
Publicado: (2025)

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
por: Anokhin, Petr, et al.
Publicado: (2024)

ExpSeek: Self-Triggered Experience Seeking for Web Agents
por: Zhang, Wenyuan, et al.
Publicado: (2026)

Higher-order Structure Boosts Link Prediction on Temporal Graphs
por: Liu, Jingzhe, et al.
Publicado: (2025)

Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs
por: Fang, Jiwei, et al.
Publicado: (2025)

Experimental Study on Reference-Path-Aided System Calibration for mmWave Bistatic ISAC Systems
por: Luo, Chenhao, et al.
Publicado: (2025)