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09/11/2023
Enhancing Hyperedge Prediction with Context-Aware Self-Supervised Learning
Hypergraphs can naturally model group-wise relations (e.g., a group of u...
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08/25/2023
SAGE: A Storage-Based Approach for Scalable and Efficient Sparse Generalized Matrix-Matrix Multiplication
Sparse generalized matrix-matrix multiplication (SpGEMM) is a fundamenta...
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02/23/2023
KHAN: Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance Prediction
The political stance prediction for news articles has been widely studie...
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12/08/2022
A Survey of Graph Neural Networks for Social Recommender Systems
Social recommender systems (SocialRS) simultaneously leverage user-to-it...
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09/03/2022
Phishing URL Detection: A Network-based Approach Robust to Evasion
Many cyberattacks start with disseminating phishing URLs. When clicking ...
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11/14/2021
Linear, or Non-Linear, That is the Question!
There were fierce debates on whether the non-linear embedding propagatio...
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06/26/2019
Creating A Neural Pedagogical Agent by Jointly Learning to Review and Assess
Machine learning plays an increasing role in intelligent tutoring system...
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05/01/2019