Author

Xule Liu

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#artificial intelligence Preprint Aug 2026

D$^2$ACCI: A Dual-Loop Diagnostic Protocol for Evidence-Preserving Agent Memory

The results establish that robust memory-system iteration demands traceable, statistically grounded, and regression-aware evidence---exactly the gap D$^2$ACCI fills.

Xule Liu, Yijun Liu, Chao Li et al. · 0 citations

#artificial intelligence Preprint Aug 2026

MemFuse: Multi-Source Memory Fusion from Fragmented Observations

Experiments on MemFuseBench show that MemFuse achieves the best overall performance among the evaluated memory systems under all three LLM settings and consistently improves performance on questions requiring cross-source evidence fusion.

Chao Li, Yuanfa Li, Wenhao Wu et al. · 0 citations