398 citations · 2k across the 69 of their papers we have counts for
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cs.NE2021★ 4 cited
Learning adaptive differential evolution algorithm from optimization experiences by policy gradient
Jianyong Sun, Xin Liu, Thomas Bäck +1
Differential evolution is one of the most prestigious population-based stochastic optimization algorithm for black-box problems. The performance of a differential evolution algorit…
cs.NE2020★ 5 cited
Graph Neural Network Encoding for Community Detection in Attribute Networks
Jianyong Sun, Wei Zheng, Qingfu Zhang +1
In this paper, we first propose a graph neural network encoding method for multiobjective evolutionary algorithm to handle the community detection problem in complex attribute netw…
cs.NE2020★ 11 cited
Adaptive Structural Hyper-Parameter Configuration by Q-Learning
Haotian Zhang, Jianyong Sun, Zongben Xu
Tuning hyper-parameters for evolutionary algorithms is an important issue in computational intelligence. Performance of an evolutionary algorithm depends not only on its operation…