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Shiqing Liu
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Federated learning on non-IID data: A survey
H Zhu, J Xu, S Liu, Y Jin
Neurocomputing 465, 371-390, 2021
5792021
A survey on computationally efficient neural architecture search
S Liu, H Zhang, Y Jin
Journal of Automation and Intelligence 1 (1), 100002, 2022
272022
A survey on surrogate-assisted efficient neural architecture search
S Liu, H Zhang, Y Jin
arXiv preprint arXiv:2206.01520, 2022
152022
End-to-end pareto set prediction with graph neural networks for multi-objective facility location
S Liu, X Yan, Y Jin
International Conference on Evolutionary Multi-Criterion Optimization, 147-161, 2023
112023
An estimation of distribution algorithm for multi-robot multi-point dynamic aggregation problem
B Xin, S Liu, Z Peng, G Gao
2018 IEEE international conference on systems, man, and cybernetics (SMC …, 2018
92018
Graph Q-learning Assisted Ant Colony Optimization for Vehicle Routing Problems with Time Windows
S Liu, P Yue, Y Jin
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
32023
An edge-aware graph autoencoder trained on scale-imbalanced data for traveling salesman problems
S Liu, X Yan, Y Jin
Knowledge-Based Systems 291, 111559, 2024
22024
Federated Graph Neural Networks with Bipartite Embedding for Multi-Objective Facility Location
Z Zheng, Z Wang, X Yan, Y Jin, S Liu, Q Liu
2023 5th International Conference on Data-driven Optimization of Complex …, 2023
12023
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks
Y Jin, X Yan, S Liu, X Wang
arXiv preprint arXiv:2406.13125, 2024
2024
FOG: A Unified Framework for Federated Combinatorial Optimization on Graphs
S Liu, U Rückert, Y Jin
2024 IEEE Congress on Evolutionary Computation (CEC), 2024
2024
Federated Bayesian Optimization for Privacy-Preserving Neural Architecture Search
S Liu, X Wang, Y Jin
2023 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2023
2023
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