Retrofitting embeddings for unsupervised user identity linkage

T Zhou, EP Lim, RKW Lee, F Zhu, J Cao - … 11–14, 2020, Proceedings, Part I …, 2020 - Springer
Abstract User Identity Linkage (UIL) is the problem of matching user identities across
multiple online social networks (OSNs) which belong to the same person. The solutions to …

User identity linkage across social networks by heterogeneous graph attention network modeling

R Wang, H Zhu, L Wang, Z Chen, M Gao, Y Xin - Applied Sciences, 2020 - mdpi.com
Today, social networks are becoming increasingly popular and indispensable, where users
usually have multiple accounts. It is of considerable significance to conduct user identity …

MAUIL: Multilevel attribute embedding for semisupervised user identity linkage

B Chen, X Chen - Information Sciences, 2022 - Elsevier
User identity linkage (UIL) across social networks has recently attracted an increasing
amount of attention due to its significant research challenges and practical value. Most of the …

Variational cross-network embedding for anonymized user identity linkage

X Chu, X Fan, Z Zhu, J Bi - Proceedings of the 30th ACM International …, 2021 - dl.acm.org
User identity linkage (UIL) task aims to infer the identical users between different social
networks/platforms. Existing models leverage the labeled inter-linkages or high-quality user …

Deguil: Degree-aware graph neural networks for long-tailed user identity linkage

M Long, S Chen, X Du, J Wang - Joint European Conference on Machine …, 2023 - Springer
User identity linkage (UIL), matching accounts of a person on different social networks, is a
fundamental task in cross-network data mining. Recent works have achieved promising …

Locate who you are: Matching geo-location to text for user identity linkage

J Shao, Y Wang, H Gao, H Shen, Y Li… - Proceedings of the 30th …, 2021 - dl.acm.org
Nowadays, users are encouraged to activate across multiple online social networks
simultaneously. User identity linkage, which aims to reveal the correspondence among …

Identity linkage across diverse social networks

Y Benkhedda, F Azouaou… - 2020 IEEE/ACM …, 2020 - ieeexplore.ieee.org
User identity linkage across online social networks has gained a significant interest in the
last few years in diverse applications such as data fusion, de-duplication, personalized …

RLINK: Deep reinforcement learning for user identity linkage

X Li, Y Cao, Q Li, Y Shang, Y Li, Y Liu, G Xu - World Wide Web, 2021 - Springer
User identity linkage is a task of recognizing the identities of the same user across different
social networks (SN). Previous works tackle this problem via estimating the pairwise …

User identity linkage across location-based social networks with spatio-temporal check-in patterns

F Ding, X Ma, Y Yang, C Wang - 2020 IEEE Intl Conf on Parallel …, 2020 - ieeexplore.ieee.org
Driven by the tremendous amount of spatiotemporal data obtained from location-based
social networks, the implement of cross-domain user linkage, also known as the User …

User Identity Linkage Across Social Networks

Q Liu, Y Du, T Lu - The 8th International Conference on Computer …, 2020 - Springer
In order to distinguish the accounts that belong to the same person, we propose a method to
link user identity across social networks based on user profile and relation. According to …