Xi Yue

Beyond Locality: Multi-scale Structural Tokenization for Unsupervised Community Search

Community Search (CS) aims to retrieve query-dependent cohesive subgraphs from networks, playing a crucial role in modern applications such as computing power networks and biological systems. Given the high cost of labeling, unsupervised CS has emerged as a scalable paradigm. However, existing approaches often suffer f...