1 citations · 1 across the 4 of their papers we have counts for
4 papers
ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations
Xinyi Ni, Qiuyang Wang, Yukun Zhang +1
LLM-based tool agents offer natural language interfaces, enabling users to seamlessly interact with computing services. While REST APIs are valuable resources for building such age…
Exploring the Head Effect in Live Streaming Platforms: A Two-Sided Market and Welfare Analysis
Yukun Zhang, Qi Dong
We develop a comprehensive theoretical framework to analyze live streaming platforms as two-sided markets, focusing on the head effect where a small subset of elite streamers dispr…
Unraveling Text Generation in LLMs: A Stochastic Differential Equation Approach
Yukun Zhang
This paper explores the application of Stochastic Differential Equations (SDE) to interpret the text generation process of Large Language Models (LLMs) such as GPT-4. Text generati…
Unveiling LLM Mechanisms Through Neural ODEs and Control Theory
Yukun Zhang, Qi Dong
This paper proposes a framework combining Neural Ordinary Differential Equations (Neural ODEs) and robust control theory to enhance the interpretability and control of large langua…