4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Enhancing Node-Level Graph Domain Adaptation by Alleviating Local Dependency
Xinwei Tai, Dongmian Zou, Hongfei Wang
Recent years have witnessed significant advancements in machine learning methods on graphs. However, transferring knowledge effectively from one graph to another remains a critical…
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…
cs.CV2023★ 4 cited
Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis
Qiankun Zuo, Hao Tian, Chi-Man Pun +3
Effective connectivity can describe the causal patterns among brain regions. These patterns have the potential to reveal the pathological mechanism and promote early diagnosis and…