2 papers
cs.AI2025
DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion
Haoning Li, Qinghua Huang
Negative sampling (NS) strategies play a crucial role in knowledge graph representation. In order to overcome the limitations of existing negative sampling strategies, such as vuln…
cs.LG2024
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification
Haoning Li, Cong Wang, Qinghua Huang
The feature selection in a traditional binary classification algorithm is always used in the stage of dataset preprocessing, which makes the obtained features not necessarily the b…