6 papers
Decomposability-Guaranteed Cooperative Coevolution for Large-Scale Itinerary Planning
Ziyu Zhang, Peilan Xu, Yuetong Sun +2
Large-scale itinerary planning is a variant of the traveling salesman problem, aiming to determine an optimal path that maximizes the collected points of interest (POIs) scores whi…
Community and hyperedge inference in multiple hypergraphs
Li Ni, Ziqi Deng, Lin Mu +3
Hypergraphs, capable of representing high-order interactions via hyperedges, have become a powerful tool for modeling real-world biological and social systems. Inherent relationshi…
Affiliation-based Local Community Detection across Multiple Networks
Li Ni, Zhou Xie, Yiwen Zhang +2
Real-world networks are often constructed from different sources or domains, including various types of entities and diverse relationships between networks, thus forming multi-doma…
Evolutionary Trigger Detection and Lightweight Model Repair Based Backdoor Defense
Qi Zhou, Zipeng Ye, Yubo Tang +3
Deep Neural Networks (DNNs) have been widely used in many areas such as autonomous driving and face recognition. However, DNN model is fragile to backdoor attack. A backdoor in the…
Benchmark for CEC 2024 Competition on Multiparty Multiobjective Optimization
Wenjian Luo, Peilan Xu, Shengxiang Yang +1
The competition focuses on Multiparty Multiobjective Optimization Problems (MPMOPs), where multiple decision makers have conflicting objectives, as seen in applications like UAV pa…
Evolutionary Multiparty Distance Minimization
Zeneng She, Wenjian Luo, Xin Lin +2
In the field of evolutionary multiobjective optimization, the decision maker (DM) concerns conflicting objectives. In the real-world applications, there usually exist more than one…