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Ruofan Wu

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Kareus: Joint Reduction of Dynamic and Static Energy in Large Model Training20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Kareus jointly optimizes GPU frequency, SM allocation and launch timing, and kernel scheduling using multi-objective Bayesian optimization per partition to…
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PluS: Highly Efficient and Expandable ML Compiler with Pluggable Graph SchedulesUSENIX ATC '252025-07-07
PluS implements a loop-centric plus graph abstraction plus a pattern warehouse for decoupled subgraph matching and a PluS code template interface, letting…
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