Yang Li
Tencent big data AI algorithm leader
Tencent senior researcher, Tencent big data AI algorithm leader, has won the WWW best student paper award, ACM Beijing excellent doctoral dissertation award and other honors, published more than 30 CCF-A papers in NeurIPS, ICML, SIGMOD, VLDB, SIGKDD, WWW and other international top academic conferences, and served as a reviewer for several international top conferences, research interests His research interests include decision-making algorithms, large model technology, AutoML, AI for Systems, and he is currently responsible for the research and development of basic algorithms, frameworks, and applications for Tencent's big data decision-making AI and generative AI. Translated with DeepL.com (free version)
Topic
Data analytics in various industries based on the SkyDome domain big model
Introduction: The aim of the sharing is to discuss how big model technology has given rise to a new paradigm for Tencent's big data R&D. The sharing will cover the background of data R&D, the opportunities brought by big model technology, and in-depth discussion on the application of big models in data inclusion scenarios, and how AI Agent technology can drive the paradigm reengineering of full lifecycle data R&D. Outline: 1. Background of Data R&D 2. Big Model Technology Opportunities: How Big Model Technology Revolutionizes Data R&D Processes 3. AI Agent-driven Data R&D: Introduction of Data R&D Atomic Capability Matrix and Application Scenarios 4. Future Outlook
