no code implementations • 28 Nov 2023 • Wenzhong Yan, Juntao Wang, Feng Yin, Yang Tian, Abdelhak M. Zoubir
To tap the potential of GNNs in regression, this paper integrates GNNs with attention mechanism, a technique that revolutionized sequential learning tasks with its adaptability and robustness, to tackle a challenging nonlinear regression problem: network localization.
no code implementations • 10 Nov 2020 • Chang Liu, Wenzhong Yan, Ankur Mehta
Based on an equivalent plate model, we develop and validate analytical formulas for the behavioral specifications of OADLC mechanisms; the analytical formulas can be described as expressions of design parameters.
Robotics
1 code implementation • 22 Oct 2020 • Wenzhong Yan, Di Jin, Zhidi Lin, Feng Yin
In this work, we adopt GNN for a classic but challenging nonlinear regression problem, namely the network localization.