Sustainability communication plays a critical role in fostering behavior change, public engagement, and policy advocacy. However, existing research often under-theorizes the roles of culture, power, ...

Abstract: To efficiently train large-scale models, low-bit gradient communication compresses full-precision gradients on local GPU nodes into low-precision ones for higher gradient synchronization ...

Abstract: Despite high utility in distributed networks, federated learning entails enormous communication overhead due to the requirement of trained model exchange at every global iteration. When the ...