1 citations · 2 across the 4 of their papers we have counts for
4 papers
Efficient Processing of Subsequent Densest Subgraph Query
Chia-Yang Hung, Chih-Ya Shen
Dense subgraph extraction is a fundamental problem in graph analysis and data mining, aimed at identifying cohesive and densely connected substructures within a given graph. It pla…
Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy
Lo-Yao Yeh, Sheng-Po Tseng, Chia-Hsun Lu +1
In recent years, the notion of federated learning (FL) has led to the new paradigm of distributed artificial intelligence (AI) with privacy preservation. However, most current FL s…
Learning Computation Bounds for Branch-and-Bound Algorithms to k-plex Extraction
Yun-Ya Huang, Chih-Ya Shen
k-plex is a representative definition of communities in networks. While the cliques is too stiff to applicate to real cases, the k-plex relaxes the notion of the clique, allowing e…
Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation
Tzu-Yun Chien, Chih-Ya Shen
With the increasing application value of machine learning, the intellectual property (IP) rights of deep neural networks (DNN) are getting more and more attention. With our analysi…