Areas of interest: Reliability estimation on cycle-accurate simulators, Robust software for common CPU and specific hardwares such as CGRA and VLIW, Context-awareness based on machine learning techniques
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Recent Publications
- Adversarial Defense on Harmony: Reverse Attack for Robust Models Against Adversarial Attack
- Maintaining Sanity: Algorithm-based Comprehensive Fault Tolerance for CNNs
- gemV-tool: A Comprehensive Soft Error Reliability for Machine Learning Estimation Tool for Design Space Exploration
- Root cause analysis of soft-error-induced failures from hardware and software perspectives
- EXPERTISE: An Effective Software-level Redundant Multithreading Scheme against Hardware Faults