1 citations · 2 across the 4 of their papers we have counts for
4 papers
High-order Knowledge Based Network Controllability Robustness Prediction: A Hypergraph Neural Network Approach
Shibing Mo, Jiarui Zhang, Jiayu Xie +2
In order to evaluate the invulnerability of networks against various types of attacks and provide guidance for potential performance enhancement as well as controllability maintena…
AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks
Shibing Mo, Kai Wu, Qixuan Gao +2
In real-world applications, spectral Graph Neural Networks (GNNs) are powerful tools for processing diverse types of graphs. However, a single GNN often struggles to handle differe…
Exploring Knowledge Transfer in Evolutionary Many-task Optimization: A Complex Network Perspective
Yudong Yang, Kai Wu, Xiangyi Teng +3
The field of evolutionary many-task optimization (EMaTO) is increasingly recognized for its ability to streamline the resolution of optimization challenges with repetitive characte…
An Efficient Generation Method based on Dynamic Curvature of the Reference Curve for Robust Trajectory Planning
Yuchen Sun, Dongchun Ren, Shiqi Lian +2
Trajectory planning is a fundamental task on various autonomous driving platforms, such as social robotics and self-driving cars. Many trajectory planning algorithms use a referenc…