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Yingfang Yuan
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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
262019
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 (GECCO …, 2021
222021
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
212021
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
142021
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
72021
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
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
52023
Exploring public attention in the circular economy through topic modelling with twin hyperparameter optimisation
J Song, Y Yuan, K Chang, B Xu, J Xuan, W Pang
Energy and AI 18, 100433, 2024
3*2024
SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm
J Song, Y Yuan, W Pang
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
22024
Minority Ethnic Vulnerabilities in the Use of Digital Housing Services Across Age Groups
S Hasan, Y Yuan
European Network for Housing Research, 2023
12023
ScaleNet: Scale Invariance Learning in Directed Graphs
Q Jiang, C Wang, M Lones, Y Yuan, W Pang
arXiv preprint arXiv:2411.08758, 2024
2024
Evolving Molecular Graph Neural Networks with Hierarchical Evaluation Strategy
Y Yuan, W Wang, X Li, K Chen, Y Zhang, W Pang
Proceedings of the Genetic and Evolutionary Computation Conference, 1417-1425, 2024
2024
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness
Y Yuan, K Chen, M Rizvi, L Baillie, W Pang
arXiv preprint arXiv:2407.03133, 2024
2024
Fast hyperparameter optimisation of graph neural network for molecular property prediction
Y Yuan
Heriot-Watt University, 2024
2024
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