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20212023
most citedMandheling: Mixed-Precision On-Device DNN Training with DSP Offloading

3 citations · 6 across the 5 of their papers we have counts for

collaborators

5 papers

cs.DC2023

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…

cs.DC20221 cited

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…

cs.NI20223 cited

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…

cs.DC20212 cited

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…

cs.CV2021

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.…