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Author

Wencheng Yang

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

A Benchmark and Diagnostic Study of Epistemic Admission in Shared Agent Memory

The Correlated Promotion Benchmark (CPB), which evaluates whether candidate claims should be admitted to shared memory, shows that policies which deduplicate sources reject many true claims alongside false ones, whereas policies preserving answer coverage admit nearly as many false claims as unrestricted sharing.

Xiao-Yang Li, Yi-Qi Wang, Chen-Cheng Zhu et al. · 1 citation
Jul 2026

Mask2Shield: Strengthening LLM Safety against Neuron-Pruning Attacks

Mask2Shield (M2S), a masked-forward alignment method that trains a model under this functional pruning procedure, reduces successful recomputed pruning attacks from 80--279 to 1--44 out of 313 prompts while generally preserving four capability benchmarks.

Jincheng Ying, Ming-Hui Xu, Yinhao Xiao et al. · 0 citations

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