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Author

Amal Gueroudji

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2 papers indexed here

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Preprint Sep 2026

COMPASS: Steering Distributed Vector Search with Scientific Knowledge Graphs

Vector databases use hashing to partition data across"shards,"logical units for distributed execution. This placement, however, destroys semantic locality, forcing each query into scatter-gather limited by the slowest shard. Vector-space clustering can help, but scientific evidence is often connected by factual relatio...

Song Young Oh, Amal Gueroudji, Seth Ockerman et al. · 0 citations
Preprint Aug 2026

Workflow Cards: Structured Summaries of Workflow Executions Using Provenance Data

This paper defines a Workflow Card template informed by a representative set of provenance questions that surface from the execution-level data missing from Model and Data Cards, and evaluates how effectively LLMs use Workflow Cards to understand workflow executions compared with querying provenance databases through a...

Nicola Giuseppe Marchioro, Gabriele Padovani, Amal Gueroudji et al. · 0 citations

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