7 citations · 10 across the 4 of their papers we have counts for
4 papers
FedCore: Straggler-Free Federated Learning with Distributed Coresets
Hongpeng Guo, Haotian Gu, Xiaoyang Wang +5
Federated learning (FL) is a machine learning paradigm that allows multiple clients to collaboratively train a shared model while keeping their data on-premise. However, the stragg…
WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System
Beitong Tian, Kuan-Chieh Lu, Ahmadreza Eslaminia +3
Ultrasonic welding machines play a critical role in the lithium battery industry, facilitating the bonding of batteries with conductors. Ensuring high-quality welding is vital, mak…
Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection
Gaoang Wang, Yibing Zhan, Xinchao Wang +2
Anomaly detection aims at identifying deviant samples from the normal data distribution. Contrastive learning has provided a successful way to sample representation that enables ef…
CENTURION: Incentivizing Multi-Requester Mobile Crowd Sensing
Haiming Jin, Lu Su, Klara Nahrstedt
The recent proliferation of increasingly capable mobile devices has given rise to mobile crowd sensing (MCS) systems that outsource the collection of sensory data to a crowd of par…