Model averaging in distributed machine learning: a case study with Apache Spark. - Yunyan Guo; Zhipeng Zhang; Jiawei Jiang 001; Wentao Wu 001; Ce Zhang 001; Bin Cui 001; Jianzhong Li (VLDB J., 2021)

Distributed Latent Dirichlet Allocation on Streams. - Yunyan Guo; Jianzhong Li 001 (ACM Trans. Knowl. Discov. Data, 2022)

A CXL- Powered Database System: Opportunities and Challenges. - Yunyan Guo; Guoliang Li 001 (ICDE, 2024)

Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning. - Yong Wang; Kaiyu Li; Yuyu Luo; Guoliang Li 001; Yunyan Guo; Zhuo Wang (ICDE, 2024)

DBMS with CXL Memory: What's New and What's Next. - Yunyan Guo; Zhuopeng Li; Guoliang Li (ICDE, 2025)

In-database query optimization on SQL with ML predicates. - Yunyan Guo; Guoliang Li 001; Ruilin Hu; Yong Wang (VLDB J., 2025)