1 citations · 2 across the 8 of their papers we have counts for
9 papers
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…
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…
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…
Approximate k-Cover in Hypergraphs: Efficient Algorithms, and Applications
Hung Nguyen, Phuc Thai, My Thai +2
Given a weighted hypergraph , the approximate -cover problem seeks for a size- subset of that has the maximum weighted cover…
Importance Sketching of Influence Dynamics in Billion-scale Networks
Hung T. Nguyen, Tri P. Nguyen, NhatHai Phan +1
The blooming availability of traces for social, biological, and communication networks opens up unprecedented opportunities in analyzing diffusion processes in networks. However, t…
Blocking Self-avoiding Walks Stops Cyber-epidemics: A Scalable GPU-based Approach
Hung T. Nguyen, Alberto Cano, Tam Vu +1
Cyber-epidemics, the widespread of fake news or propaganda through social media, can cause devastating economic and political consequences. A common countermeasure against cyber-ep…