2 papers
cs.AI2026
MemGuard: Persisting Verifier Signals for LLM-Agent Memory Governance
Haoyu Wang, Guangyuan Dong, He Liang +5
LLM agents are moving from single-prompt use to long task streams in which reusable memory becomes a core capability for terminal, software-engineering, and web tasks. Such memory…
cs.SI2026
PACIFIER: Pacing Opinion Depolarization via a Unified Graph Learning Framework
Mingkai Liao, Zijun Zhang, Mingyang Zhou
Online social networks often form opposing echo chambers that reinforce opinion polarization. Under the Friedkin-Johnsen (FJ) model, ModerateInternal (MI) and ModerateExpressed (ME…