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Yuxuan Li

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#artificial intelligence Preprint Oct 2026

DuplexLedger: Benchmarking Transactional Memory in Full-Duplex Speech Agents

DuplexLedger is introduced, a bilingual benchmark of 1,094 persistent sessions aligning four full-duplex scenarios with event-level Write/Update/Ignore/Retain supervision, explicit pre/post memory states, and 6,564 same-session questions and checks that motivates selective, auditable full-duplex memory rather than indi...

Yuxuan Li, Xiang-Chen Guan, Kun-Rong Li et al. · 0 citations
Preprint Aug 2026

MemPrism: Task-Conditioned Relational Memory Views for Long-Horizon Agents

Experiments on long-horizon embodied and web-agent benchmarks show that MemPrism consistently improves the task performance, especially as trajectories become longer, while reducing memory token consumption.

Zhi-Sheng Chen, Bingfan Zeng, Bangde Cao et al. · 0 citations

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