2 papers
cs.LG2025
Parameter-Free Structural-Diversity Message Passing for Graph Neural Networks
Mingyue Kong, Yinglong Zhang, Chengda Xu +2
Graph Neural Networks (GNNs) have shown remarkable performance in structured data modeling tasks such as node classification. However, mainstream approaches generally rely on a lar…
cs.IR2025
Citation Structural Diversity: A Novel and Concise Metric Combining Structure and Semantics for Literature Evaluation
Mingyue Kong, Yinglong Zhang, Likun Sheng +1
As academic research becomes increasingly diverse, traditional literature evaluation methods face significant limitations,particularly in capturing the complexity of academic disse…