Scholar
Marie Siew
Google Scholar ID: nsHFHk8AAAAJ
Faculty Early Career Award Fellow, Singapore University of Technology and Design
network optimization
edge computing
federated learning
human-in-the-loop
network economics
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Citations & Impact
All-time
Citations
245
H-index
9
i10-index
8
Publications
20
Co-authors
26
list available
Publications
9 items
Pattern-Aware Virtual Network Embedding Optimization for Cloud Data Centers
2026
Cited
0
FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching
2026
Cited
0
EmCoop: A Framework and Benchmark for Embodied Cooperation Among LLM Agents
2026
Cited
0
A User-to-User Resource Reselling Game in Open RAN with Buffer Rollover
2025
Cited
0
Edge-Assisted Collaborative Fine-Tuning for Multi-User Personalized Artificial Intelligence Generated Content (AIGC)
2025
Cited
0
Towards Optimal Heterogeneous Client Sampling in Multi-Model Federated Learning
2025
Cited
0
LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning
2025
Cited
0
Fair Concurrent Training of Multiple Models in Federated Learning
arXiv.org · 2024
Cited
3
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Co-authors
13 total
Tony Q.S. Quek
Associate Provost (AI & Digital Innovation) and Chair Professor, SUTD
Carlee Joe-Wong
Robert E. Doherty Associate Professor, Carnegie Mellon University
Hanqing Yang
Carnegie Mellon University
Kun Guo (郭坤)
East China Normal University
Stratis Ioannidis
Northeastern University
Lili Su
Assistant Professor, Northeastern University
Edmund Yeh
Northeastern University
Jianhua Tang
Shien-Ming Wu School of Intelligent Engineering, South China University of Technology
