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Dongkuan (DK) Xu

2 accepted papers

2025

Adaptive Draft-Verification for Efficient Large Language Model Decoding

AAAI 2025technical

Large language model (LLM) decoding involves generating a sequence of tokens based on a given context, where each token is predicted one at a time using the model's learned probabilities. The typical autoregressive decoding method requires a separate forward pass through the model for each token g…

2025

MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students

AAAI 2025technical

The potential of Large Language Models (LLMs) in education is not trivial, but concerns about academic misconduct, misinformation, and overreliance limit their adoption. To address these issues, we introduce MerryQuery, an AI-powered educational assistant using Retrieval-Augmented Generation (RAG),…

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