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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chang Liu

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Jul 2026

MemLens: A Value-Aware Memory Management System with Interactive Analytics for LLM-based Agents

The MemLens is presented, a value-aware memory management system that takes memory records as first-class data objects and can serve as an efficient, interpretable, and personalized long-term memory management system for agents.

Shuyue Wei, Chang Liu, Zi-Mu Zhou et al. · 0 citations
Jul 2026

LoopMemGR: From Behavior Logs to Evolving Memory for Generative Recommendation

LoopMemGR is proposed, a closed-loop recommendation experience memory framework for generative recommendation that maintains a recommendation experience log that records past recommendation--feedback trajectories and extracts request-relevant evidence through three complementary views.

Hui Qian, Chang-Fa Wu, Chang Liu et al. · 0 citations

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