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Ting He — most-cited papers & profile · Federated Learning
← authors
·
overview
Ting He
6
papers ·
97
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adaptive Federated Learning in Resource Constrained Edge Computing Systems
2018 · 85 citations
Sharing Models or Coresets: A Study based on Membership Inference Attack
2020 · 9 citations
Overlay-based Decentralized Federated Learning in Bandwidth-limited Networks
2024 · 3 citations
Optimizing Stochastic Gradient Push under Broadcast Communications
2026
Fisher-Informed Parameterwise Aggregation for Federated Learning with Heterogeneous Data
2026
Top co-authors
Kevin Chan
· 2
Shiqiang Wang
· 2
Changchang Liu
· 1
Christian Makaya
· 1
Hanlin Lu
· 1
Kin K. Leung
· 1
Theodoros Salonidis
· 1
Tiffany Tuor
· 1
Tingyang Sun
· 1
Tuan Thanh NGUYEN
· 1
Wenrui Hao
· 1
Yudi Huang
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Edge Computing
Adversarial Attacks
Privacy