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Yuting Tan

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#artificial intelligence Preprint Oct 2026

PsyMemBehav: Psychology-Informed and Memory-Grounded Two-Level Identity-to-Action Reasoning for Social-Media Behavior Simulation

Large language models (LLMs) support social simulation, but faithfully reproducing real users requires grounding both structured platform decisions and language in sparse, noisy behavioral evidence. We introduce PsyMemBehav, which maps psychology-informed profiles and retrieved memories to target-first platform behavio...

Wen-Jie Zhang, Xi-Long Cheng, Yun-Xiao Qin et al. · 1 citation
Preprint Aug 2026

RippleMem: From Isolated Retrieval to Associative Recollection for Long-Term Agent Memory

RippleMem is a long-term memory system that replaces one-shot retrieval with adaptive associative recollection, Inspired by cue-dependent episodic retrieval and associative completion, that stores interaction history as cue-rich episodic memory units and organizes them in an event-centric memory graph.

Jingbo Ji, Lingyi Li, Xi-Long Cheng et al. · 2 citations

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