Следене
Yingfang Yuan, Ph.D.
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Позовавания
Позовавания
Година
Towards machine learning approaches for predicting the self-healing efficiency of materials
W Wang, NG Moreau, Y Yuan, PR Race, W Pang
Computational Materials Science 168, 180-187, 2019
192019
A systematic comparison study on hyperparameter optimisation of graph neural networks for molecular property prediction
Y Yuan, W Wang, W Pang
Proceedings of the Genetic and Evolutionary Computation Conference, 386-394, 2021
172021
A novel genetic algorithm with hierarchical evaluation strategy for hyperparameter optimisation of graph neural networks
Y Yuan, W Wang, GM Coghill, W Pang
arXiv preprint arXiv:2101.09300, 2021
132021
A genetic algorithm with tree-structured mutation for hyperparameter optimisation of graph neural networks
Y Yuan, W Wang, W Pang
2021 IEEE Congress on Evolutionary Computation (CEC), 482-489, 2021
102021
PaCaNet: A study on CycleGAN with transfer learning for diversifying fused Chinese painting and calligraphy
Z Yang, H Bai, Z Luo, Y Xu, W Pang, Y Wang, Y Yuan, Y Yuan
arXiv preprint arXiv:2301.13082, 2023
62023
Which hyperparameters to optimise? an investigation of evolutionary hyperparameter optimisation in graph neural network for molecular property prediction
Y Yuan, W Wang, W Pang
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
22021
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy
Z Yang, Y Yuan, Y Xu, S Zhan, H Bai, K Chen
Thirty-seventh Conference on Neural Information Processing Systems (NIPS), 2023
12023
SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm
J Song, Y Yuan, W Pang
arXiv preprint arXiv:2402.07244, 2024
2024
Minority Ethnic Vulnerabilities in the Use of Digital Housing Services Across Age Groups
S Hasan, Y Yuan
European Network for Housing Research, 2023
2023
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