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Yuming Zhou

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Hetu v2: A General and Scalable Deep Learning System with Hierarchical and Heterogeneous20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Hetu v2 implements HSPMD, an extension of SPMD that adds a top-tier subgroup sharding and asymmetric communication primitives so tensors can be unevenly…
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Validating SMT Rewriters via Rewrite Space Exploration Supported by Generative(…)OOPSLA 20252025-10-16
Aries validates SMT rewriters by combining mimetic mutation that reshapes seed formulas to match rewrite left‑hand sides with generative equality saturation…
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Unveiling Compiler Faults via Attribute-Guided Compilation Space ExplorationUSENIX ATC '252025-07-07
ATLAS inserts attributes into functions, variables, and statements, analyzes types and local-variable relations to pick compatible compiler flags, and compiles…
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