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Guang-Yu Hu

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Preprint Sep 2026

Enhancing Word-Level Property Directed Reachability with LLM-Driven Semantic Guidance

Property Directed Reachability (PDR) is a prominent algorithm for hardware formal verification. However, bit-level PDR often struggles with datapath-heavy designs because bit-blasting obscures high-level semantics. While word-level PDR addresses this by reasoning over bit-vector and array theories, its performance rema...

Guang-Yu Hu, Ming-Kai Miao, Zhi-Yuan Yan et al. · 0 citations
Preprint Aug 2026

Forbench: Symbolic Simulation Helps Make Your Testbench More Formal

Forbench is introduced, a word-level symbolic simulation framework that retains the familiar execution semantics of simulation but augments it with solver-backed symbolic signals and state transitions, enabling systematic exploration of RTL behaviors under symbolic inputs and conditions.

Ziyi Yang, Wenbin Che, Ziyue Zheng et al. · 0 citations

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