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03/15/2023
Connectivity-Aware Semi-Decentralized Federated Learning over Time-Varying D2D Networks
Semi-decentralized federated learning blends the conventional device to-...
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12/05/2022
Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics
Traditional learning-based approaches to student modeling (e.g., predict...
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08/02/2022
Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning
Traditional learning-based approaches to student modeling generalize poo...
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05/19/2022
Let's Talk! Striking Up Conversations via Conversational Visual Question Generation
An engaging and provocative question can open up a great conversation. I...
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05/14/2021
Plot and Rework: Modeling Storylines for Visual Storytelling
Writing a coherent and engaging story is not easy. Creative writers use ...
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05/26/2020
MVIN: Learning Multiview Items for Recommendation
Researchers have begun to utilize heterogeneous knowledge graphs (KGs) a...
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01/17/2020
Multi-step Joint-Modality Attention Network for Scene-Aware Dialogue System
Understanding dynamic scenes and dialogue contexts in order to converse ...
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08/13/2019