2 papers
cs.LG2025
HyperEvent: A Strong Baseline for Dynamic Link Prediction via Relative Structural Encoding
Jian Gao, Jianshe Wu, JingYi Ding
Learning representations for continuous-time dynamic graphs is critical for dynamic link prediction. While recent methods have become increasingly complex, the field lacks a strong…
cs.LG2025
Self-similarity Analysis in Deep Neural Networks
Jingyi Ding, Chengwen Qi, Hongfei Wang +4
Current research has found that some deep neural networks exhibit strong hierarchical self-similarity in feature representation or parameter distribution. However, aside from preli…