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06/20/2023
Mining Interest Trends and Adaptively Assigning SampleWeight for Session-based Recommendation
Session-based Recommendation (SR) aims to predict users' next click base...
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05/12/2023
Knowledge Soft Integration for Multimodal Recommendation
One of the main challenges in modern recommendation systems is how to ef...
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04/03/2023
Click-aware Structure Transfer with Sample Weight Assignment for Post-Click Conversion Rate Estimation
Post-click Conversion Rate (CVR) prediction task plays an essential role...
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02/14/2023
Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization
Mixed-precision quantization (MPQ) suffers from time-consuming policy se...
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06/06/2022
Global Mixup: Eliminating Ambiguity with Clustering
Data augmentation with Mixup has been proven an effective method to regu...
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04/21/2022
Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach
Conventional model quantization methods use a fixed quantization scheme ...
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03/16/2022