AsyLink: user identity linkage from text to geo-location via sparse labeled data

J Shao, Y Wang, H Gao, B Shi, H Shen, X Cheng - Neurocomputing, 2023 - Elsevier
Abstract User Identity Linkage (UIL) aims to reveal the correspondence among account pairs
across different social platforms. It has been a popular but challenging task in recent years …

TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning

J Shao, Y Wang, F Guo, B Shi, H Shen… - Proceedings of the 32nd …, 2023 - dl.acm.org
Privacy concerns on social networks have received extensive attention in recent years. The
task of user identity linkage (UIL), which aims to identify corresponding users across different …

EgoMUIL: Enhancing Spatio-temporal User Identity Linkage in Location-Based Social Networks with Ego-Mo Hypergraph

H Huang, F Ding, H Yin, G Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Users tend to own multiple accounts on different location-based social network (LBSN)
platforms, and they typically engage with diverse social circles on each platform within the …

CANA: Causal-enhanced Social Network Alignment

J Shao, Y Wang, F Guo, B Shi, H Shen… - Proceedings of the 32nd …, 2023 - dl.acm.org
Social network alignment is widely applied in web applications for identifying corresponding
nodes across different networks, such as linking users across two social networks. Existing …

MFLink: User Identity Linkage Across Online Social Networks via Multimodal Fusion and Adversarial Learning

S Li, D Lu, Q Li, X Wu, S Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As an essential step in the online social network research, user identity linkage aims to
identify different accounts belonging to the same natural person. Many existing methods rely …

Incremental User Identification Across Social Networks Based on User-Guider Similarity Index

Y Kou, D Li, DR Shen, TZ Nie, G Yu - Journal of Computer Science and …, 2022 - Springer
Identifying accounts across different online social networks that belong to the same user has
attracted extensive attentions. However, existing techniques rely on given user seeds and …