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Jiawen Liu

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Program Analysis for Adaptive Data AnalysisPLDI 20242024-06-24
Static analysis estimates the adaptivity of while-like adaptive data analyses by building a weighted dependency graph whose node weights are reachability upper…
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RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile DevicesOpML '202020-07-28
RIANN is an on-device system that builds graph-based ANN indexes with per-point, dynamic construction parameters and uses a trained statistical prediction…
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