Yingfang Yuan

According to our database, Yingfang Yuan authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness.

Yingfang Yuan, Kefan Chen, Mehdi Rizvi, Lynne Baillie, Wei Pang

CoRR, 2024

Navigating Public Sentiment in the Circular Economy through Topic Modelling and Hyperparameter Optimisation.

Junhao Song, Yingfang Yuan, Kaiwen Chang, Bing Xu, Jin Xuan, Wei Pang

CoRR, 2024

Evolving Molecular Graph Neural Networks with Hierarchical Evaluation Strategy.

Yingfang Yuan, Wenjun Wang, Xin Li, Kefan Chen, Yonghan Zhang, Wei Pang

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm.

Junhao Song, Yingfang Yuan, Wei Pang

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

PaCaNet: A Study on CycleGAN with Transfer Learning for Diversifying Fused Chinese Painting and Calligraphy.

Zuhao Yang, Huajun Bai, Zhang Luo, Yang Xu, Wei Pang, Yue Wang, Yisheng Yuan, Yingfang Yuan

CoRR, 2023

FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy.

Zuhao Yang, Yingfang Yuan, Yang Xu, Shuo Zhan, Huajun Bai, Kefan Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks.

Yingfang Yuan, Wenjun Wang, George M. Coghill, Wei Pang

CoRR, 2021

Which hyperparameters to optimise?: an investigation of evolutionary hyperparameter optimisation in graph neural network for molecular property prediction.

Yingfang Yuan, Wenjun Wang, Wei Pang

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A systematic comparison study on hyperparameter optimisation of graph neural networks for molecular property prediction.

Yingfang Yuan, Wenjun Wang, Wei Pang

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks.

Yingfang Yuan, Wenjun Wang, Wei Pang

Proceedings of the IEEE Congress on Evolutionary Computation, 2021