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Xingjian Zhang

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IDFuzz: Intelligent Directed Grey-box FuzzingUSENIX Security '252025-08-13
IDFuzz uses a neural network to learn which input offsets matter and then mutates those fields, claiming a 2.48x median speedup on the Google Fuzzer Test Suite…
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Minder: Faulty Machine Detection for Large-scale Distributed Model TrainingNSDI '252025-04-28
Minder is an automated faulty-machine detector deployed for over a year on thousand‑machine distributed training jobs; it builds per‑metric parametric models…
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