2 papers
cs.LG2025
Enhancing Text-Based Hierarchical Multilabel Classification for Mobile Applications via Contrastive Learning
Jiawei Guo, Yang Xiao, Weipeng Huang +1
A hierarchical labeling system for mobile applications (apps) benefits a wide range of downstream businesses that integrate the labeling with their proprietary user data, to improv…
cs.LG2025
Correcting Noisy Multilabel Predictions: Modeling Label Noise through Latent Space Shifts
Weipeng Huang, Qin Li, Yang Xiao +5
Noise in data appears to be inevitable in most real-world machine learning applications and would cause severe overfitting problems. Not only can data features contain noise, but l…