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Yuxuan Jiang

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Beyond Loss and Accuracy: Closing the Observability Gaps in AI Training with...SREcon26 Americas2026-03-24
TrainCheck is an open-source Python module that instruments PyTorch training via monkey-patching, records API traces and parameter hashes, and checks inferred…
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Training with Confidence: Catching Silent Errors in Deep Learning Training with...OSDI '252025-07-07
TRAINCHECK automatically infers low‑level training invariants from reference traces and uses selective dynamic instrumentation (monkey‑patching and proxies) to…
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One-Size-Fits-None: Understanding and Enhancing Slow-Fault Tolerance in Modern...NSDI '252025-04-28
A systematic testing pipeline injects diverse slow faults into six modern distributed systems and sweeps ~100k fault combinations including 8000 configuration…
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Graph IRs for Impure Higher-Order Languages: Making Aggressive Optimizations Af...OOPSLA 20232023-10-23
A typed graph IR combines reachability types with an effect system to compute precise, flow-sensitive effect dependencies without CFA by doing type-based…
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Reachability Types: Tracking Aliasing and Separation in Higher-Order Functional ProgramsOOPSLA 20212021-10-17
New type system lambda assigns reachability qualifiers to expressions to track exact alias sets, enforces separation for higher-order functions with function…
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