30 citations · 40 across the 9 of their papers we have counts for
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cs.NI2026
GraFSTNet: Graph-based Frequency SpatioTemporal Network for Cellular Traffic Prediction
Ziyi Li, Hui Ma, Fei Xing +2
With rapid expansion of cellular networks and the proliferation of mobile devices, cellular traffic data exhibits complex temporal dynamics and spatial correlations, posing challen…
cs.NI2025★ 30 cited
Fog Intelligence for Network Anomaly Detection
Kai Yang, Hui Ma, Shaoyu Dou
Anomalies are common in network system monitoring. When manifested as network threats to be mitigated, service outages to be prevented, and security risks to be ameliorated, detect…
cs.NI2025
MetaSTNet: Multimodal Meta-learning for Cellular Traffic Conformal Prediction
Hui Ma, Kai Yang
Network traffic prediction techniques have attracted much attention since they are valuable for network congestion control and user experience improvement. While existing predictio…