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Zehui Xiong — most-cited papers & profile · Cybersecurity
← authors
·
overview
Zehui Xiong
6
papers ·
1
citations ·
76
h-index
Queen's University Belfast · Singapore University of Technology and Design · Shanghai University of Electric Power
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Most-cited papers
Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization
2024 · 1 citations
Federated Attention: A Distributed Paradigm for Collaborative LLM Inference over Edge Networks
2025
CollaPipe: Adaptive Segment-Optimized Pipeline Parallelism for Collaborative LLM Training in Heterogeneous Edge Networks
2025
Edge-Assisted Collaborative Fine-Tuning for Multi-User Personalized Artificial Intelligence Generated Content (AIGC)
2025
Federated Learning for 6G Communications: Challenges, Methods, and Future Directions
2020
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
2020
Topics
Federated Learning
Edge Computing
Communication
Optimization
Privacy
Data Heterogeneity