12 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.DB2023
IWEK: An Interpretable What-If Estimator for Database Knobs
Yu Yan, Hongzhi Wang, Jian Geng +5
The knobs of modern database management systems have significant impact on the performance of the systems. With the development of cloud databases, an estimation service for knobs…
cs.LG2022
EEML: Ensemble Embedded Meta-learning
Geng Li, Boyuan Ren, Hongzhi Wang
To accelerate learning process with few samples, meta-learning resorts to prior knowledge from previous tasks. However, the inconsistent task distribution and heterogeneity is hard…
cs.LG2021★ 12 cited
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search
Chunnan Wang, Bozhou Chen, Geng Li +1
Recently, some Neural Architecture Search (NAS) techniques are proposed for the automatic design of Graph Convolutional Network (GCN) architectures. They bring great convenience to…