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cs.SI2024
Silencer: Robust Community Detection by Silencing of Noisy Pixels
Kai Wu, Ziang Xie, Jing Liu
Real-world networks carry all kinds of noise, resulting in numerous challenges for community detection. Further improving the performance and robustness of community detection has…
cs.SI2023
Machine learning of network inference enhancement from noisy measurements
Kai Wu, Yuanyuan Li, Jing Liu
Inferring networks from observed time series data presents a clear glimpse into the interconnections among nodes. Network inference models, when dealing with real-world open cases,…