Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning
Authors (first, second and last of 4)
Collection
Special Issue on Advancing recommendation systems with foundation models
Guest edited by Kai Zheng, Renhe Jiang, and Ryosuke Shibasaki
Articles (7 in this collection)
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OntoMedRec: Logically-pretrained model-agnostic ontology encoders for medication recommendation
Authors (first, second and last of 6)
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GroupMO: a memory-augmented meta-optimized model for group recommendation
Authors (first, second and last of 4)
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Complex query answering over knowledge graphs foundation model using region embeddings on a lie group
Authors (first, second and last of 6)
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High-level preferences as positive examples in contrastive learning for multi-interest sequential recommendation
Authors (first, second and last of 6)
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LAMEE: a light all-MLP framework for time series prediction empowering recommendations
Authors (first, second and last of 7)
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UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining
Authors (first, second and last of 6)
