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Mingjia Shi

2 papers hereh-index 571 citations13 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
same name
  • Mingjia Shi — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedPersonalized Federated Learning with Hidden Information on Personalized Prior

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

E-3SFC: Communication-Efficient Federated Learning with Double-way Features Synthesizing

Yuhao Zhou, Yuxin Tian, Mingjia Shi +4

The exponential growth in model sizes has significantly increased the communication burden in Federated Learning (FL). Existing methods to alleviate this burden by transmitting com…

cs.LG2022★ 2 cited

Personalized Federated Learning with Hidden Information on Personalized Prior

Mingjia Shi, Yuhao Zhou, Qing Ye +1

Federated learning (FL for simplification) is a distributed machine learning technique that utilizes global servers and collaborative clients to achieve privacy-preserving global m…

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