A Weighted Federated Averaging Framework to Reduce the Negative Influence from the Dishonest Users. - Fengpan Zhao; Yan Huang 032; Saide Zhu; Venkata Malladi; Yubao Wu (SpaCCS, 2020)

Decentralized Aggregation Design and Study of Federated Learning. - Venkata Malladi; Yi Joy Li; Madhuri Siddula; Dae-Hee Seo; Yan Huang 032 (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI, 2021)