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20242026
most citedEnhancing Data Provenance and Model Transparency in Federated Learning Systems -- A Database Approach

4 citations · 7 across the 13 of their papers we have counts for

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cs.DB2026

SIVF: GPU-Resident IVF Index for Streaming Vector Search

Dongfang Zhao

GPU-accelerated Inverted File (IVF) index is one of the industry standards for large-scale vector search but relies on static VRAM layouts that hinder real-time mutability. Our ben…

cs.DB2025

Approximate Hausdorff Distance for Multi-Vector Databases

Dongfang Zhao

The Hausdorff distance is a fundamental measure for comparing sets of vectors, widely used in database theory and geometric algorithms. However, its exact computation is computatio…