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Minxing Zhang

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Book Open access Aug 2026

Trustworthy LLM-Based Agents for Data-Centric AI

This tutorial delivers a systematic, data-centric roadmap to build LLM agents that are not merely capable but provably trustworthy, unifying advances in LLM agents, robust machine learning, and data-centric AI.

Tian-Long Chen, Jian Pei, Minxing Zhang et al. · 0 citations
Book Open access Aug 2026

Trustworthy LLM-Based Agents for Data-Centric AI

Large language model (LLM) based agents are evolving from conversational chatbots into autonomous decision-makers that plan, reason, wield tools, and collaborate across high-stakes domains such as healthcare, finance, and scientific discovery. Yet this power brings a fundamental challenge: trustworthiness. How can we g...

Tianlong Chen, Jian Pei, Minxing Zhang et al. · 0 citations

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