3 papers
cs.CR2026
Privacy-Preserving Screening for Record Linkage
Chenyu Huang, Fan Zhang, Huangxun Chen +4
In an era dominated by big data and machine learning, establishing valuable data collaboration has never been more critical. However, such collaborations must operate under regulat…
cs.SE2025
AutoBridge: Automating Smart Device Integration with Centralized Platform
Siyuan Liu, Zhice Yang, Huangxun Chen
Multimodal IoT systems coordinate diverse IoT devices to deliver human-centered services. The ability to incorporate new IoT devices under the management of a centralized platform…
cs.DC2025
NetSenseML: Network-Adaptive Compression for Efficient Distributed Machine Learning
Yisu Wang, Xinjiao Li, Ruilong Wu +2
Training large-scale distributed machine learning models imposes considerable demands on network infrastructure, often resulting in sudden traffic spikes that lead to congestion, i…