Advanced Retrieval-Augmented Generation: Bridging Large Language Models and Knowledge Graphs
暫譯: 進階檢索增強生成：連結大型語言模型與知識圖譜

Wendy Ran Wei, PhD, is an expert in AI, ML, and LLMs, specializing in search and recommendation systems. She is a Machine Learning Engineer at Airbnb, where she develops retrieval and ranking models and brings LLM technologies into production. She previously held engineering roles at Meta, Pinterest, and Twitter, building large-scale search and recommendation solutions. Dr. Wei received her PhD in Statistics from The Ohio State University.

Huijun Wu, PhD, is an Engineer at Samsung Research America with expertise in large-scale distributed systems and data processing. He received his PhD in Computer Science from Arizona State University.

**Wendy Ran Wei, PhD** 是人工智慧 (AI)、機器學習 (ML) 和大型語言模型 (LLMs) 的專家，專注於搜尋和推薦系統。她目前是 Airbnb 的機器學習工程師，負責開發檢索和排序模型，並將 LLM 技術投入生產。她曾在 Meta、Pinterest 和 Twitter 擔任工程職位，構建大規模的搜尋和推薦解決方案。魏博士在俄亥俄州立大學獲得統計學博士學位。

**Huijun Wu, PhD** 是三星美國研究所的工程師，專長於大規模分散式系統和數據處理。他在亞利桑那州立大學獲得計算機科學博士學位。