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Dian Shi

5 papers hereh-index 12636 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedTo Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices

12 citations · 27 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022

Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation

Liang Li, Chenpei Huang, Dian Shi +4

Federated learning (FL) enables mobile devices to collaboratively learn a shared prediction model while keeping data locally. However, there are two major research challenges to pr…

cs.LG2022★ 3 cited

Service Delay Minimization for Federated Learning over Mobile Devices

Rui Chen, Dian Shi, Xiaoqi Qin +3

Federated learning (FL) over mobile devices has fostered numerous intriguing applications/services, many of which are delay-sensitive. In this paper, we propose a service delay eff…

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