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A comprehensive survey on trustworthy graph neural networks: Privacy, robustness, fairness, and explainability
E Dai, T Zhao, H Zhu, J Xu, Z Guo, H Liu, J Tang… - Machine Intelligence …, 2024 - Springer
Graph neural networks (GNNs) have made rapid developments in the recent years. Due to
their great ability in modeling graph-structured data, GNNs are vastly used in various …
their great ability in modeling graph-structured data, GNNs are vastly used in various …
A meta-analysis of longitudinal peer influence effects in childhood and adolescence.
M Giletta, S Choukas-Bradley, M Maes… - Psychological …, 2021 - psycnet.apa.org
For decades, psychological research has examined the extent to which children's and
adolescents' behavior is influenced by the behavior of their peers (ie, peer influence effects) …
adolescents' behavior is influenced by the behavior of their peers (ie, peer influence effects) …
Foundations and modeling of dynamic networks using dynamic graph neural networks: A survey
Dynamic networks are used in a wide range of fields, including social network analysis,
recommender systems and epidemiology. Representing complex networks as structures …
recommender systems and epidemiology. Representing complex networks as structures …
The bidirectional causality of tie stability and innovation performance
Y Wang, J Zhang, Y Yan, J Guan - Research Policy, 2024 - Elsevier
Scholars increasingly focus on the tie stability of firms' alliance networks and regard
innovation as its consequence. However, they overlook that a firm's innovation performance …
innovation as its consequence. However, they overlook that a firm's innovation performance …
How to deal with reverse causality using panel data? Recommendations for researchers based on a simulation study
L Leszczensky, T Wolbring - Sociological Methods & …, 2022 - journals.sagepub.com
Does X affect Y? Answering this question is particularly difficult if reverse causality is
looming. Many social scientists turn to panel data to address such questions of causal …
looming. Many social scientists turn to panel data to address such questions of causal …
Social tip** processes towards climate action: A conceptual framework
Societal transformations are necessary to address critical global challenges, such as
mitigation of anthropogenic climate change and reaching UN sustainable development …
mitigation of anthropogenic climate change and reaching UN sustainable development …
Beyond screen time: Identity development in the digital age
I Granic, H Morita, H Scholten - Psychological inquiry, 2020 - Taylor & Francis
We are in the midst of a global transition in which digital “screens” are no longer simply
entertainment devices and distractions; rather, adolescents are currently living in a hybrid …
entertainment devices and distractions; rather, adolescents are currently living in a hybrid …
Tools and methods in participatory modeling: Selecting the right tool for the job
Various tools and methods are used in participatory modelling, at different stages of the
process and for different purposes. The diversity of tools and methods can create challenges …
process and for different purposes. The diversity of tools and methods can create challenges …
The role of space in the formation of social ties
ML Small, L Adler - Annual Review of Sociology, 2019 - annualreviews.org
Recent years have seen a resurgence of interest in the relation between networks and
spatial context. This review examines critically a selection of the literature on how physical …
spatial context. This review examines critically a selection of the literature on how physical …
Depressive symptoms are associated with social isolation in face-to-face interaction networks
T Elmer, C Stadtfeld - Scientific reports, 2020 - nature.com
Individuals with depressive symptoms are more likely to be isolated in their social networks,
which can further increase their symptoms. Although social interactions are an important …
which can further increase their symptoms. Although social interactions are an important …