Cover Image

StructMem: Structured Memory for Long-Horizon Behavior in LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Buqiang, Chen, Yijun, Fang, Jizhan, Zhong, Ruobin, Yao, Yunzhi, Zhu, Yuqi, Du, Lun, Deng, Shumin
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence Information Retrieval Machine Learning Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LightMem: Lightweight and Efficient Memory-Augmented Generation
by: Fang, Jizhan, et al.
Published: (2025)

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
by: Wu, Chuanjie, et al.
Published: (2026)

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
by: Zhu, Yuqi, et al.
Published: (2025)

TWICE: An LLM Agent Framework for Simulating Personalized User Tweeting Behavior with Long-term Temporal Features
by: Jin, Bingrui, et al.
Published: (2025)

Ultra Low-Cost Two-Stage Multimodal System for Non-Normative Behavior Detection
by: Lu, Albert, et al.
Published: (2024)

DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents
by: Yang, Shiyi, et al.
Published: (2025)

SkillX: Automatically Constructing Skill Knowledge Bases for Agents
by: Wang, Chenxi, et al.
Published: (2026)

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
by: Yao, Yunzhi, et al.
Published: (2025)

GAAMA: Graph Augmented Associative Memory for Agents
by: Paul, Swarna Kamal, et al.
Published: (2026)

G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation
by: Chen, Boyu, et al.
Published: (2025)

Osprey: Production-Ready Agentic AI for Safety-Critical Control Systems
by: Hellert, Thorsten, et al.
Published: (2025)

Behind the Prompt: The Agent-User Problem in Information Retrieval
by: Zerhoudi, Saber, et al.
Published: (2026)

CogPlanner: Unveiling the Potential of Agentic Multimodal Retrieval Augmented Generation with Planning
by: Yu, Xiaohan, et al.
Published: (2025)

LLMGreenRec: LLM-Based Multi-Agent Recommender System for Sustainable E-Commerce
by: Nguyen, Hao N., et al.
Published: (2026)

Caesar: Deep Agentic Web Exploration for Creative Answer Synthesis
by: Liang, Jason, et al.
Published: (2026)

A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine
by: Shi, Yunxiao, et al.
Published: (2024)

CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs
by: Fang, Jizhan, et al.
Published: (2024)

Bi-Mem: Bidirectional Construction of Hierarchical Memory for Personalized LLMs via Inductive-Reflective Agents
by: Mao, Wenyu, et al.
Published: (2026)

Knowledge Graph Enhanced Language Agents for Recommendation
by: Guo, Taicheng, et al.
Published: (2024)

Agent4POI: Agentic Context-Conditioned Affordance Reasoning for Multimodal Point-of-Interest Recommendation
by: Wang, Jinze, et al.
Published: (2026)

Minimizing Regret in Billboard Advertisement under Zonal Influence Constraint
by: Ali, Dildar, et al.
Published: (2024)

From Data to Behavior: Predicting Unintended Model Behaviors Before Training
by: Wang, Mengru, et al.
Published: (2026)

MemEvolve: Meta-Evolution of Agent Memory Systems
by: Zhang, Guibin, et al.
Published: (2025)

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
by: Deng, Xinle, et al.
Published: (2026)

PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning
by: Yan, Sikuan, et al.
Published: (2026)

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
by: Zhu, Yuqi, et al.
Published: (2023)

Exploring Model Kinship for Merging Large Language Models
by: Hu, Yedi, et al.
Published: (2024)

NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines
by: Wu, Junwei, et al.
Published: (2026)

BLUEPRINT Rebuilding a Legacy: Multimodal Retrieval for Complex Engineering Drawings and Documents
by: Seefried, Ethan, et al.
Published: (2026)

Lipschitz Dueling Bandits over Continuous Action Spaces
by: Sharma, Mudit, et al.
Published: (2026)

Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama Models
by: Liu, Fei, et al.
Published: (2024)

Multi-Agent Video Recommenders: Evolution, Patterns, and Open Challenges
by: Ranganathan, Srivaths, et al.
Published: (2026)

A Hierarchical Multi-Agent System for Autonomous Discovery in Geoscientific Data Archives
by: Pantiukhin, Dmitrii, et al.
Published: (2026)

Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
by: Yang, Ruiyi, et al.
Published: (2025)

TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning
by: Singh, Kanwar Bharat
Published: (2026)

AgentSearchBench: A Benchmark for AI Agent Search in the Wild
by: Wu, Bin, et al.
Published: (2026)

LLM-Based Agents for Competitive Landscape Mapping in Drug Asset Due Diligence
by: Vinogradov, Vlad, et al.
Published: (2025)

SynthAgent: A Multi-Agent LLM Framework for Realistic Patient Simulation -- A Case Study in Obesity with Mental Health Comorbidities
by: Aghaee, Arman, et al.
Published: (2026)

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents
by: Goswami, Kanika, et al.
Published: (2025)

Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models
by: Xu, Can, et al.
Published: (2026)