2 papers
quant-ph2026
Evidential Quantum Vertical Federated Learning
Hao Luo, Zhiyuan Zhai, Qianli Zhou +3
Quantum federated learning (QFL) has recently emerged as a promising paradigm for privacy-preserving collaborative learning, yet most existing studies focus on horizontal federated…
cs.AI2025
Quantum Information Fusion and Correction under the Transferable Belief Model
Qianli Zhou, Hao Luo, Lipeng Pan +2
The transferable belief model (TBM), developed within Dempster-Shafer theory, represents ambiguity and partial ignorance through set-valued belief masses. Its classical operations,…