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eess.SP2023
Detecting Low Pass Graph Signals via Spectral Pattern: Sampling Complexity and Applications
Chenyue Zhang, Yiran He, Hoi-To Wai
This paper proposes a blind detection problem for low pass graph signals. Without assuming knowledge of the exact graph topology, we aim to detect if a set of graph signal observat…
eess.SP2022
Product Graph Learning from Multi-attribute Graph Signals with Inter-layer Coupling
Chenyue Zhang, Yiran He, Hoi-To Wai
This paper considers learning a product graph from multi-attribute graph signals. Our work is motivated by the widespread presence of multilayer networks that feature interactions…