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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jun Woo Chung

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2 papers indexed here

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Book Open access Sep 2026

On Reranking Space for Multi-Tenant Retrieval with Adapted Queries

Multi-tenant dense retrieval systems increasingly employ shared compressed indexes where individual tenants adapt embeddings via fine-tuning (e.g., LoRA). While query-side projection adapters bridge the resulting embedding mismatch, a critical design choice remains for the optional reranking stage: should distances be...

Jun Woo Chung, Wei-Jie Zhao · 0 citations
Preprint Aug 2026

A Versioned Unified Graph Index for Dynamic Timestamp-Aware Nearest Neighbor Search

This work presents TiGER (Time-Integrated Graph for Efficient Retrieval), a novel approach for performing fast time-aware approximate nearest neighbor searches on dynamic vector datasets with flexibility over any possible time range by leveraging an index structure based on integrated versioned connectivity.

Jun Woo Chung, Wei-Jie Zhao · 0 citations

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