MemX: A Local-First Long-Term Memory System for AI Assistants
Fuente:
arXiv
Saved in:
| Main Author: | Sun, Lizheng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MemRec: Collaborative Memory-Augmented Agentic Recommender System
by: Chen, Weixin, et al.
Published: (2026)
by: Chen, Weixin, et al.
Published: (2026)
AI-Powered Assistant for Long-Term Access to RHIC Knowledge
by: Atif, Mohammad, et al.
Published: (2025)
by: Atif, Mohammad, et al.
Published: (2025)
MGRetrieval: Memory-Guided Reflective Retrieval for Long-Term Dialogue Agents
by: Wang, Tan, et al.
Published: (2026)
by: Wang, Tan, et al.
Published: (2026)
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation
by: Jha, Gopi Krishna, et al.
Published: (2023)
by: Jha, Gopi Krishna, et al.
Published: (2023)
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning
by: Tan, Jiejun, et al.
Published: (2026)
by: Tan, Jiejun, et al.
Published: (2026)
MemConflict: Evaluating Long-Term Memory Systems Under Memory Conflicts
by: Tao, Zhen, et al.
Published: (2026)
by: Tao, Zhen, et al.
Published: (2026)
ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
by: Zhang, Xiaohui, et al.
Published: (2026)
by: Zhang, Xiaohui, et al.
Published: (2026)
APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI
by: Banerjee, Pratyay, et al.
Published: (2026)
by: Banerjee, Pratyay, et al.
Published: (2026)
MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
by: Wu, Chuanjie, et al.
Published: (2026)
by: Wu, Chuanjie, et al.
Published: (2026)
Spatial Metaphors for LLM Memory: A Critical Analysis of the MemPalace Architecture
by: Dey, Robin, et al.
Published: (2026)
by: Dey, Robin, et al.
Published: (2026)
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
by: Yang, Ke, et al.
Published: (2026)
by: Yang, Ke, et al.
Published: (2026)
NextMem: Towards Latent Factual Memory for LLM-based Agents
by: Zhang, Zeyu, et al.
Published: (2026)
by: Zhang, Zeyu, et al.
Published: (2026)
StructMem: Structured Memory for Long-Horizon Behavior in LLMs
by: Xu, Buqiang, et al.
Published: (2026)
by: Xu, Buqiang, et al.
Published: (2026)
Long-Term Interest Clock: Fine-Grained Time Perception in Streaming Recommendation System
by: Zhu, Yongchun, et al.
Published: (2025)
by: Zhu, Yongchun, et al.
Published: (2025)
KadiAssistant: A conversational AI Agent for information retrieval in Kadi4Mat
by: Cierpka, Adrian, et al.
Published: (2026)
by: Cierpka, Adrian, et al.
Published: (2026)
MemoriesDB: A Temporal-Semantic-Relational Database for Long-Term Agent Memory / Modeling Experience as a Graph of Temporal-Semantic Surfaces
by: Ward, Joel
Published: (2025)
by: Ward, Joel
Published: (2025)
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering
by: Du, Yiming, et al.
Published: (2024)
by: Du, Yiming, et al.
Published: (2024)
UOEP: User-Oriented Exploration Policy for Enhancing Long-Term User Experiences in Recommender Systems
by: Zhang, Changshuo, et al.
Published: (2024)
by: Zhang, Changshuo, et al.
Published: (2024)
Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations
by: Sabouri, Milad, et al.
Published: (2025)
by: Sabouri, Milad, et al.
Published: (2025)
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
by: Tavakoli, Mohammad, et al.
Published: (2025)
by: Tavakoli, Mohammad, et al.
Published: (2025)
Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
by: Huang, Jiani, et al.
Published: (2025)
by: Huang, Jiani, et al.
Published: (2025)
FinAI Data Assistant: LLM-based Financial Database Query Processing with the OpenAI Function Calling API
by: Kim, Juhyeong, et al.
Published: (2025)
by: Kim, Juhyeong, et al.
Published: (2025)
ResearchPilot: A Local-First Multi-Agent System for Literature Synthesis and Related Work Drafting
by: Zhang, Peng
Published: (2026)
by: Zhang, Peng
Published: (2026)
Continuum Memory Architectures for Long-Horizon LLM Agents
by: Logan, Joe
Published: (2026)
by: Logan, Joe
Published: (2026)
Efficient Sequential Recommendation for Long Term User Interest Via Personalization
by: Zhang, Qiang, et al.
Published: (2026)
by: Zhang, Qiang, et al.
Published: (2026)
AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents
by: Zhu, Wenhui, et al.
Published: (2026)
by: Zhu, Wenhui, et al.
Published: (2026)
LLM-Enhanced Reinforcement Learning for Long-Term User Satisfaction in Interactive Recommendation
by: Xia, Chongjun, et al.
Published: (2026)
by: Xia, Chongjun, et al.
Published: (2026)
Structured Belief State and the First Precision-Aware Benchmark for LLM Memory Retrieval
by: Flynt, Jeffrey
Published: (2026)
by: Flynt, Jeffrey
Published: (2026)
Advancing AI Research Assistants with Expert-Involved Learning
by: Liu, Tianyu, et al.
Published: (2025)
by: Liu, Tianyu, et al.
Published: (2025)
MALLOC: Benchmarking the Memory-aware Long Sequence Compression for Large Sequential Recommendation
by: Yu, Qihang, et al.
Published: (2026)
by: Yu, Qihang, et al.
Published: (2026)
TrustRAG: An Information Assistant with Retrieval Augmented Generation
by: Fan, Yixing, et al.
Published: (2025)
by: Fan, Yixing, et al.
Published: (2025)
Retrieval-Augmented Generation Assistant for Anatomical Pathology Laboratories
by: Pires, Diogo, et al.
Published: (2025)
by: Pires, Diogo, et al.
Published: (2025)
Memory Assisted LLM for Personalized Recommendation System
by: Chen, Jiarui
Published: (2025)
by: Chen, Jiarui
Published: (2025)
A Dynamic Retrieval-Augmented Generation System with Selective Memory and Remembrance
by: Bursa, Okan
Published: (2026)
by: Bursa, Okan
Published: (2026)
Developing an AI Assistant for Knowledge Management and Workforce Training in State DOTs
by: Amaram, Divija, et al.
Published: (2026)
by: Amaram, Divija, et al.
Published: (2026)
PriHA: A RAG-Enhanced LLM Framework for Primary Healthcare Assistant in Hong Kong
by: Chan, Richard Wai Cheung, et al.
Published: (2026)
by: Chan, Richard Wai Cheung, et al.
Published: (2026)
Improved Adaboost Algorithm for Web Advertisement Click Prediction Based on Long Short-Term Memory Networks
by: Yu, Qixuan, et al.
Published: (2024)
by: Yu, Qixuan, et al.
Published: (2024)
PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence
by: Shi, Yunxiao, et al.
Published: (2025)
by: Shi, Yunxiao, et al.
Published: (2025)
ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
by: Huang, Jiani, et al.
Published: (2026)
by: Huang, Jiani, et al.
Published: (2026)
Affordable AI Assistants with Knowledge Graph of Thoughts
by: Besta, Maciej, et al.
Published: (2025)
by: Besta, Maciej, et al.
Published: (2025)
Similar Items
-
MemRec: Collaborative Memory-Augmented Agentic Recommender System
by: Chen, Weixin, et al.
Published: (2026) -
AI-Powered Assistant for Long-Term Access to RHIC Knowledge
by: Atif, Mohammad, et al.
Published: (2025) -
MGRetrieval: Memory-Guided Reflective Retrieval for Long-Term Dialogue Agents
by: Wang, Tan, et al.
Published: (2026) -
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation
by: Jha, Gopi Krishna, et al.
Published: (2023) -
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning
by: Tan, Jiejun, et al.
Published: (2026)