4月12日 戴万阳教授学术报告

发布时间:2024-04-10

报告题目：Spin-atom cored quantum computer for robot routing & diffusion transformer based generative AI

主讲人：戴万阳，南京大学 

报告时间：2024年4月12日，10:00-11:00

报告地点：bat365在线中国登录入口A501

主持人：邹青松教授

摘要：We study spin-atom cored quantum computer for robot routing & diffusion transformer based generative AI, which will be the core information and networking technology. The primary motivation of our study is to provide supercomputing power and efficient AI algorithm for high-dimensional vector decision-makings in the current diffusion transformer model based ChatGPT/Sora and in the near future AI/6G. We will build efficient quantum computers via different technologies such as quantum entanglements that are realized via (neutral) spin-atoms & indirect-measurement oriented feedback controls. Related processor-to-processor quantum computer, chip-to-chip coupler quantum computer, and long-distance chip coupler quantum computer will be addressed. The performance models are derived for n-qubit quantum computer-based quantum storage and processing interactive systems. Decision-making with robot routing algorithm via generative AI, diffusion model, blockchained federated learning and game-theoretic policy will also be presented and simulated. 

主讲人简介：Wanyang Dai is a Distinguished Professor in Nanjing University, Chief Scientist in Su Xia Control Technology. He is the President & CEO of U.S. based (Blockchain & Quantum-Computing) SIR Forum, President of Jiangsu Probability & Statistical Society, Chairman of Jiangsu BigData-Blockchain and Smart Information Special Committee. He received his Ph.D. in mathematics and systems & industrial engineering from Georgia Institute of Technology in USA. He was an MTS and principal investigator in U.S. based AT&T Bell Labs (currently Nokia Bell Labs) with some project won “Technology Transfer” now called cloud system. He published numerous influential papers in big name journals including Probability in the Engineering and Informational Sciences, Quantum Information Processing, Operations Research, Operational Research, Queueing Systems, Computers & Mathematics with Applications, Communications in Mathematical Sciences, and Journal of Computational and Applied Mathematics. He received various academic awards and has presented over 60 keynote/plenary speeches in IEEE/ACM, big data and cloud computing, quantum computing and communication technology, computational and applied mathematics, biomedical engineering, mathematics & statistics, and other international conferences. He has been serving as IEEE/ACM conference chairs, editors-in-chief and editorial board members for various international journals ranging from artificial intelligence, machine learning, data science, wireless communication, pure mathematics & statistics to their applications.