37 citations · 69 across the 20 of their papers we have counts for
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Capacity of Summation over a Symmetric Quantum Erasure MAC with Partially Replicated Inputs
Yuhang Yao, Syed A. Jafar
The optimal quantum communication cost of computing a classical sum of distributed sources is studied over a quantum erasure multiple access channel (QEMAC). K classical messages c…
On the Capacity of Secure -user Product Computation over a Quantum MAC
Yuxiang Lu, Yuhang Yao, Syed A. Jafar
Inspired by recent work by Christensen and Popovski on secure -user product computation for finite-fields of prime-order over a quantum multiple access channel, the generalizati…
The Capacity of Classical Summation over a Quantum MAC with Arbitrarily Distributed Inputs and Entanglements
Yuhang Yao, Syed A. Jafar
The -QMAC problem is introduced, involving servers, classical () data streams, and independent quantum systems. Data stream is rep…
-Sum Box: An Abstraction for Linear Computation over Many-to-one Quantum Networks
Matteo Allaix, Yuxiang Lu, Yuhang Yao +3
Linear computations over quantum many-to-one communication networks offer opportunities for communication cost improvements through schemes that exploit quantum entanglement among…
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System
Weizhao Jin, Yuhang Yao, Shanshan Han +5
Federated Learning trains machine learning models on distributed devices by aggregating local model updates instead of local data. However, privacy concerns arise as the aggregated…