2 papers
cs.LG2026
CLUBench: A Clustering Benchmark
Feng Xiao, Dazhi Fu, Chris Ding +1
Clustering is a fundamental problem in data science with a long-standing research history, yielding numerous insightful algorithms. Despite this progress, a systematic and large-sc…
cs.LG2026
Layer Embedding Deep Fusion Graph Neural Network
Taihua Xu, Genhao Tian, Jicong Fan +3
Graph Neural Networks (GNNs) have demonstrated impressive performance in learning representations from graph-structured data. However, their message-passing mechanism inherently re…