Bo Hu

About Bo Hu

Build LLM based data analytics products at Tencent. Worked on search/recommender systems at various companies, e.g, LinkedIn, DiDi, Tantan and Tencent.Google Scholar: https://scholar.google.com/citations?hl=en & LLM, Generative AI, Data Mining, Machine Learning, Recommender Systems, Social Network Analysis, Java, Data Analytics using Hadoop / Pig, Python, and Matlab.

Experience

1. Director of Engineering

   Tencent

   Oct 2023 — Present

   Responsible for big data platform and products eg. Ola and Datong, enabling business operations and enhancing the efficiency of data collection, data production, and data analysis. Led the product and R&D team to build and launch the Dola platform from 0 to 1 using multi-AI agent technology to implement AI assistants for data querying, analysis, and attribution, significantly improving manpower efficiency. Laid a solid foundation for developing the next-generation AI+BI platform- Published papers1. Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience at ACL findings 20252. DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent Detection at NAACL 20253. Solid-SQL: Enhanced schema-linking based in-context learning for robust text-to-SQL at COLING 20254. Decomposition for enhancing attention: Improving llm-based Text-to-SQL through workflow paradigm at ACL findings 2024

Education

• Simon Fraser University

  Doctor of Philosophy (PhD)