Publications
Xuan Luo, Jian Pei, Cheng Xu, Wenjie Zhang, Jianliang Xu. “Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games.”
To Appear in SIGMOD, 2024Xuan Luo, Jian Pei. “Applications and Computation of the Shapley Value in Databases and Machine Learning.”
To Appear in SIGMOD, 2024Xuan Luo, Jian Pei, Zicun Cong, Cheng Xu. “On Shapley Value in Data Assemblage Under Independent Utility.”
In Proc. of VLDB, 2022
Zicun Cong, Xuan Luo, Jian Pei, Feida Zhu, Yong Zhang. “Data Pricing in Machine Learning Pipelines.”
Knowledge and Information Systems, 2022Jian Pei, Feida Zhu, Zicun Cong, Xuan Luo, Huiwen Liu, Xin Mu. “Data Pricing and Data Asset Governance in the AI Era.”
ACM SIGKDD, 2021Xuan Luo, Zehua Wang, Wei Cai, Xiuhua Li, Victor C.M. Leung. “Application and Evaluation of Payment Channel in Hybrid Decentralized Ethereum Token Exchange.”
Blockchain: Research and Applications, 2020Xuan Luo, Wei Cai, Zehua Wang, Xiuhua Li, Victor C.M. Leung. “A Payment Channel based Hybrid Decentralized Ethereum Token Exchange.”
IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 2019