Yi Liu

Reliability-Oriented Multi-Class Fault-Injection Acceleration for Digital Integrated Circuits via Heterogeneous Spatio-Temporal Graph Learning

The pre-silicon reliability analysis of digital integrated circuits relies on fault-injection campaigns to characterize how single-event upsets propagate into distinct system-level outcomes. Exhaustive gate-level injection is expensive, whereas most learning-based accelerators collapse failure manifestations into a sin...