2.4k citations · 3.4k across the 27 of their papers we have counts for
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3 papers · 1 filter
cs.LG2021★ 2 cited
Robust Graph Meta-learning for Weakly-supervised Few-shot Node Classification
Kaize Ding, Jianling Wang, Jundong Li +2
Graphs are widely used to model the relational structure of data, and the research of graph machine learning (ML) has a wide spectrum of applications ranging from drug design in mo…
cs.SI2021★ 2 cited
Automated Generation of Interorganizational Disaster Response Networks through Information Extraction
Yitong Li, Duoduo Liao, Jundong Li +1
When a disaster occurs, maintaining and restoring community lifelines subsequently require collective efforts from various stakeholders. Aiming at reducing the efforts associated w…
cs.IR2021★ 33 cited
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
Junliang Yu, Hongzhi Yin, Jundong Li +3
Social relations are often used to improve recommendation quality when user-item interaction data is sparse in recommender systems. Most existing social recommendation models explo…