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06/12/2023
Graph Agent Network: Empowering Nodes with Decentralized Communications Capabilities for Adversarial Resilience
End-to-end training with global optimization have popularized graph neur...
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05/10/2023
Inclusive FinTech Lending via Contrastive Learning and Domain Adaptation
FinTech lending (e.g., micro-lending) has played a significant role in f...
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01/17/2023
FedCliP: Federated Learning with Client Pruning
The prevalent communication efficient federated learning (FL) frameworks...
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08/09/2022
Improving Micro-video Recommendation by Controlling Position Bias
As the micro-video apps become popular, the numbers of micro-videos and ...
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05/19/2022
Improving Micro-video Recommendation via Contrastive Multiple Interests
With the rapid increase of micro-video creators and viewers, how to make...
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01/09/2022
Uncovering the Source of Machine Bias
We develop a structural econometric model to capture the decision dynami...
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06/27/2021
A Behavior-aware Graph Convolution Network Model for Video Recommendation
Interactions between users and videos are the major data source of perfo...
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03/10/2021
Improving Sequential Recommendation with Attribute-augmented Graph Neural Networks
Many practical recommender systems provide item recommendation for diffe...
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02/10/2021
Empowering Patients Using Smart Mobile Health Platforms: Evidence From A Randomized Field Experiment
With today's technological advancements, mobile phones and wearable devi...
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12/03/2020
What Makes a Star Teacher? A Hierarchical BERT Model for Evaluating Teacher's Performance in Online Education
Education has a significant impact on both society and personal life. Wi...
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06/10/2020