165 citations · 270 across the 16 of their papers we have counts for
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cs.CR2022
Blockchain-based Secure Client Selection in Federated Learning
Truc Nguyen, Phuc Thai, Tre' R. Jeter +2
Despite the great potential of Federated Learning (FL) in large-scale distributed learning, the current system is still subject to several privacy issues due to the fact that local…
quant-ph2022
FastHare: Fast Hamiltonian Reduction for Large-scale Quantum Annealing
Phuc Thai, My T. Thai, Tam Vu +1
Quantum annealing (QA) that encodes optimization problems into Hamiltonians remains the only near-term quantum computing paradigm that provides sufficient many qubits for real-worl…
cs.SI2022
SaPHyRa: A Learning Theory Approach to Ranking Nodes in Large Networks
Phuc Thai, My T. Thai, Tam Vu +1
Ranking nodes based on their centrality stands a fundamental, yet, challenging problem in large-scale networks. Approximate methods can quickly estimate nodes' centrality and ident…