Shilei Ji

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Machine Learning Systems

Distributed Systems

Classification Models

Top Venues

IEEE Trans. Mob. Comput.

IEEE Trans. Serv. Comput.

Publications

Yuan Liao, Jiang Bian, Yuhui Yun, Shuo Wang, Yubo Zhang, Jiaming Chu, Tao Wang, Kewei Li, Yuchen Li, Xuhong Li, Shilei Ji, Haoyi Xiong
Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned. CoRR (2024)
Jiang Bian, Haoyi Xiong, Zhiyuan Wang, Jingbo Zhou, Shilei Ji, Hongyang Chen, Daqing Zhang, Dejing Dou
$\mathcal {AFCS}:$AFCS: Aggregation-Free Spatial-Temporal Mobile Community Sensing. IEEE Trans. Mob. Comput. 22 (9) (2023)
Ji Liu, Xuehai Zhou, Lei Mo, Shilei Ji, Yuan Liao, Zheng Li, Qin Gu, Dejing Dou
Distributed and Deep Vertical Federated Learning with Big Data. CoRR (2023)
Jiang Bian, Jizhou Huang, Shilei Ji, Yuan Liao, Xuhong Li, Qingzhong Wang, Jingbo Zhou, Dejing Dou, Yaqing Wang, Haoyi Xiong
Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented Mobile Apps Recommendation. IEEE Trans. Serv. Comput. 16 (5) (2023)
Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou
Cross-model consensus of explanations and beyond for image classification models: an empirical study. Mach. Learn. 112 (5) (2023)
Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou
Data Placement for Multi-Tenant Data Federation on the Cloud. IEEE Trans. Cloud Comput. 11 (2) (2023)
Ji Liu, Xuehai Zhou, Lei Mo, Shilei Ji, Yuan Liao, Zheng Li, Qin Gu, Dejing Dou
Distributed and deep vertical federated learning with big data. Concurr. Comput. Pract. Exp. 35 (21) (2023)
Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou
From distributed machine learning to federated learning: a survey. Knowl. Inf. Syst. 64 (4) (2022)
Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou
Data Placement for Multi-Tenant Data Federation on the Cloud. CoRR (2021)
Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou
From Distributed Machine Learning to Federated Learning: A Survey. CoRR (2021)
Feng Li, Weibo Han, Zhi Cao, Shilei Ji, Haiyun Wang, Lixia Wang, Hong Wu, Yuping Zhu, Yong Pu
Two novel semiconducting B2CO monolayers with high carrier mobilities. J. Comput. Chem. 42 (28) (2021)
Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study. CoRR (2021)