Euthyroid 发表于 2025-3-25 05:38:56
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Temporal-Aware Multi-behavior Contrastive Recommendationt while preserving multi-behavioral information. In this work, we propose a Temporal-Aware Multi-Behavior Contrastive Learning (TMCL) framework to explore the patterns of multiple behaviors of individuals through temporal information, jointly capture the correlation of users’ preference evolution, a闷热 发表于 2025-3-25 16:54:20
The Role of Familiarity in Implicit Learningex structure. To satisfy the equilibrium, we propose a corresponding hierarchical tree learning algorithm. Furthermore, for those items with a rare appearance in the training data, on which the learning algorithm would fail, we design a dedicated bandit layer to solve them. Extensive experiments onLiability 发表于 2025-3-25 23:33:49
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The Constructive Nature of Recollectionhe query provided by a user, Query2Trip designs a debiased adversarial learning module by conditional guidance to alleviate this selection bias from positives (visited). The latter happens as unvisited is not equivalent to negative. Query2Trip devises a debiased contrastive learning module by negatiepicondylitis 发表于 2025-3-26 16:19:29
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Michael‘Malisoff,Frédéric Mazenc we first extract high-order collaborative user/item representations with GNNs. Next, we impose a discrepancy regularization term to augment the self-discrimination of the user/item representations. As for the structural view, we initially utilize GNNs to extract high-order features. Next, we utiliz