3 citations · 6 across the 5 of their papers we have counts for
5 papers
The First Verification Test of Space-Ground Collaborative Intelligence via Cloud-Native Satellites
Shangguang Wang, Qiyang Zhang, Ruolin Xing +2
Recent advancements in satellite technologies and the declining cost of access to space have led to the emergence of large satellite constellations in Low Earth Orbit. However, the…
Device-centric Federated Analytics At Ease
Li Zhang, Junji Qiu, Shangguang Wang +1
Nowadays, high-volume and privacy-sensitive data are generated by mobile devices, which are better to be preserved on devices and queried on demand. However, data analysts still la…
Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading
Daliang Xu, Mengwei Xu, Qipeng Wang +6
This paper proposes Mandheling, the first system that enables highly resource-efficient on-device training by orchestrating the mixed-precision training with on-chip Digital Signal…
Tiansuan Constellation: An Open Research Platform
Shangguang Wang, Qing Li, Mengwei Xu +3
Satellite network is the first step of interstellar voyages. It can provide global Internet connectivity everywhere on earth, where most areas cannot access the Internet by the ter…
Boosting Mobile CNN Inference through Semantic Memory
Yun Li, Chen Zhang, Shihao Han +4
Human brains are known to be capable of speeding up visual recognition of repeatedly presented objects through faster memory encoding and accessing procedures on activated neurons.…