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09/14/2023
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation
Learning a recommender system model from an item's raw modality features...
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09/13/2023
An Image Dataset for Benchmarking Recommender Systems with Raw Pixels
Recommender systems (RS) have achieved significant success by leveraging...
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05/24/2023
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights
Adapters, a plug-in neural network module with some tunable parameters, ...
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03/24/2023
Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited
Recommendation models that utilize unique identities (IDs) to represent ...
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12/12/2022
Multi-Dimensional Self Attention based Approach for Remaining Useful Life Estimation
Remaining Useful Life (RUL) estimation plays a critical role in Prognost...
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10/25/2022