3 papers
cs.LG2025
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…
cs.CY2025
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…
cs.LG2025
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…