2 papers
cs.DB2026
DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data
Chuanyi Lv, Huan Li, Dingyu Yang +3
With streaming floating-point numbers being increasingly prevalent, effective and efficient compression of such data is critical. Compression schemes must be able to exploit the si…
cs.LG2025
CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning
Jun Zhang, Jue Wang, Huan Li +3
Active learning (AL) reduces human annotation costs for machine learning systems by strategically selecting the most informative unlabeled data for annotation, but performing it in…