3 papers
cs.LG2026
Meta Dynamic Graph for Traffic Flow Prediction
Yiqing Zou, Hanning Yuan, Qianyu Yang +3
Traffic flow prediction is a typical spatio-temporal prediction problem and has a wide range of applications. The core challenge lies in modeling the underlying complex spatio-temp…
cs.CV2025
DWCL: Dual-Weighted Contrastive Learning for Multi-View Clustering
Hanning Yuan, Zhihui Zhang, Qi Guo +4
Multi-view contrastive clustering (MVCC) has gained significant attention for generating consistent clustering structures from multiple views through contrastive learning. However,…
cs.CV2024
Deep Contrastive Multi-view Clustering under Semantic Feature Guidance
Siwen Liu, Jinyan Liu, Hanning Yuan +4
Contrastive learning has achieved promising performance in the field of multi-view clustering recently. However, the positive and negative sample construction mechanisms ignoring s…