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Author

Huacan Wang

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Preprint Aug 2026

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

This work presents \textsc{SemaPLC}, a project-grounded and verification-gated agent harness assembled from conventional tools but governed by a strict completion rule, which raises the mean at every layer and most sharply at runtime.

Yan-Lun Tu, Hua-Can Wang, Zi-Yue Zhou et al. · 1 citation · ⚡1
Conference Open access 2026

SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory

This work proposes Safet-yMem, a novel framework that secures LLMs through a dual-component safety memory sys-tem, and introduces an adversarial memory expansion mechanism that proactively generates challenging variants to solidify these memories.

Hao Wang, Ziyi Ni, Huacan Wang et al. · 0 citations

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