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07/29/2023
Recommendation Unlearning via Matrix Correction
Recommender systems are important for providing personalized services to...
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05/23/2023
Simulating News Recommendation Ecosystem for Fun and Profit
Understanding the evolution of online news communities is essential for ...
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05/05/2023
Is dataset condensation a silver bullet for healthcare data sharing?
Safeguarding personal information is paramount for healthcare data shari...
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04/23/2023
Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation
In dynamic interaction graphs, user-item interactions usually follow het...
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02/04/2023
Personalized Graph Signal Processing for Collaborative Filtering
The collaborative filtering (CF) problem with only user-item interaction...
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01/24/2022
Do Smart Glasses Dream of Sentimental Visions? Deep Emotionship Analysis for Eyewear Devices
Emotion recognition in smart eyewear devices is highly valuable but chal...
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05/03/2021
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture
This work presents MemX: a biologically-inspired attention-aware eyewear...
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04/09/2021
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline
Deep-learning-based video processing has yielded transformative results ...
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11/06/2018
A Scalable Algorithm for Privacy-Preserving Item-based Top-N Recommendation
Recommender systems have become an indispensable component in online ser...
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11/06/2018