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cs.SI2025
Triadic Closure-Heterogeneity-Harmony GCN for Link Prediction
Ke-ke Shang, Junfan Yi, Michael Small +1
Link prediction aims to estimate the likelihood of connections between pairs of nodes in complex networks, which is beneficial to many applications from friend recommendation to me…
cs.SI2025
Machine Learning Informed by Micro and Mesoscopic Statistical Physics Methods for Community Detection
Yijun Ran, Junfan Yi, Wei Si +2
Community detection plays a crucial role in understanding the structural organization of complex networks. Previous methods, particularly those from statistical physics, primarily…