Zizhen Liu
2 indexed papers
Recent (6 mo)
2With code
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226
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Architecture×2Crypto×1
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Research Timeline
2026
On the Vulnerability of FHE Computation to Silent Data Corruption
This paper evaluates the vulnerability of Fully Homomorphic Encryption (FHE) computation to silent data corruption (SDC) using large-scale fault-injection experiments and theoretical analysis.
FT-Pilot: Automated Fault-Tolerant RTL Rewriting via Vulnerability-Guided LLMs
FT-Pilot is a novel GNN-guided LLM framework that automatically rewrites RTL code to harden digital circuits against soft errors, providing an efficient, automated path for reliability optimization.
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Papers
cs.ARRecentMay 27, 2026
FT-Pilot: Automated Fault-Tolerant RTL Rewriting via Vulnerability-Guided LLMs
Weixing Liu, Zizhen Liu, Jing Ye, Naixing Wang +3 more
FT-Pilot is a novel GNN-guided LLM framework that automatically rewrites RTL code to harden digital circuits against soft errors, providing an efficient, automated path for reliability optimization.
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cs.CRcs.ARRecentMar 24, 2026