2 papers
cs.LG2026
Parameter Efficient Multi-Class Intelligent Scheduling for Multimodal Online Distributed Industrial Anomaly Detection
Heqiang Wang, Weihong Yang, Zheyuan Yang +4
Industrial anomaly detection has attracted significant attention as a fundamental challenge in industrial systems. The rapid advancement of heterogeneous industrial sensors has dri…
cs.LG2025
Mitigating Modality Quantity and Quality Imbalance in Multimodal Online Federated Learning
Heqiang Wang, Weihong Yang, Xiaoxiong Zhong +3
The Internet of Things (IoT) ecosystem produces massive volumes of multimodal data from diverse sources, including sensors, cameras, and microphones. With advances in edge intellig…