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Zhuohan Gu

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#machine learning Preprint Nov 2026

CacheGraft: Enhancing Retrieval-Augmented Generation via Latent-Space Document Enrichment

Recent work in machine learning has demonstrated that transformer-based language model agents can communicate state not only through text, but also directly in latent space via key-value (KV) caches. In this paper, we argue that such cache-to-cache translation can provide utility beyond the original motivating applicat...

Vihan Lakshman, P. Chen, Zhuo-Han Gu et al. · 0 citations
Open access Aug 2026

Carnot: Interpretable, Interactive, and Optimized Execution of Deep Research Queries

Carnot is an interactive execution engine for AI-driven analytics that compiles natural language requests into physical execution graphs and surfaces them through an interactive notebook interface, and Carnot's query optimizer will optimize the query with respect to cost or latency constraints provided by the user.

Matthew Russo, Yash Agarwal, Tianyu Li et al. · 0 citations

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