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Large Panel System-Building
arXiv (Cornell University)
Large Scalable Cross-Domain Graph Neural Networks for Personalized Notification at LinkedIn
2025
Notification recommendation systems are critical to driving user engagement on professional platforms like LinkedIn. Designing such systems involves integrating heterogeneous signals across domains, capturing temporal dynamics, and optimizing for multiple, of…
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Large Panel System-Building

Building constructed of large, prefabricated concrete slabs

The large panel system-building is a building constructed of large, prefabricated concrete slabs. Such buildings are often found in housing development areas.

Although large panel system-buildings are often considered to be typical of East Germany, the prefabricated construction method was used extensively in West Germany and elsewhere, particularly in public housing (see tower block).

Exploring foci of:
arXiv (Cornell University)
Large Scalable Cross-Domain Graph Neural Networks for Personalized Notification at LinkedIn
2025
Notification recommendation systems are critical to driving user engagement on professional platforms like LinkedIn. Designing such systems involves integrating heterogeneous signals across domains, capturing temporal dynamics, and optimizing for multiple, often competing, objectives. Graph Neural Networks (GNNs) provide a powerful framework for modeling complex interactions in such environments. In this paper, we present a cross-domain GNN-based system deployed at LinkedIn that unifies user, content, and activity…
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