3 papers
cs.SI2024
Affiliation-based Local Community Detection across Multiple Networks
Li Ni, Zhou Xie, Yiwen Zhang +2
Real-world networks are often constructed from different sources or domains, including various types of entities and diverse relationships between networks, thus forming multi-doma…
cs.CV2024
Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning
Chuanpu Li, Zeli Chen, Yiwen Zhang +2
Medical image synthesis remains challenging due to misalignment noise during training. Existing methods have attempted to address this challenge by incorporating a registration-gui…
cs.LG2023
HyperTuner: A Cross-Layer Multi-Objective Hyperparameter Auto-Tuning Framework for Data Analytic Services
Hui Dou, Shanshan Zhu, Yiwen Zhang +2
Hyper-parameters optimization (HPO) is vital for machine learning models. Besides model accuracy, other tuning intentions such as model training time and energy consumption are als…