# Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration

> Research article (2021 58th ACM/IEEE Design Automation Conference (DAC), 2021) · cited 47× · AI/ML

**Wikidata**: [openalex:W3211786132](https://www.wikidata.org/wiki/openalex:W3211786132)  
**Source**: https://4ort.xyz/entity/helios-heterogeneity-aware-federated-learning-with-dynamically-balanced-collaboration