A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks. - Yingfang Yuan; Wenjun Wang 003; Wei Pang 001 (CEC, 2021)

A systematic comparison study on hyperparameter optimisation of graph neural networks for molecular property prediction. - Yingfang Yuan; Wenjun Wang 003; Wei Pang 001 (GECCO, 2021)

Which hyperparameters to optimise?: an investigation of evolutionary hyperparameter optimisation in graph neural network for molecular property prediction. - Yingfang Yuan; Wenjun Wang 003; Wei Pang 001 (GECCO Companion, 2021)

A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks. - Yingfang Yuan; Wenjun Wang 003; George M. Coghill; Wei Pang 001 (CoRR, 2021)

FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy. - Zuhao Yang; Yingfang Yuan; Yang Xu; Shuo Zhan; Huajun Bai; Kefan Chen (NeurIPS, 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 001; Yue Wang; Yisheng Yuan; Yingfang Yuan (CoRR, 2023)

SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm. - Junhao Song; Yingfang Yuan; Wei Pang 001 (GECCO Companion, 2024)

Evolving Molecular Graph Neural Networks with Hierarchical Evaluation Strategy. - Yingfang Yuan; Wenjun Wang 003; Xin Li 033; Kefan Chen; Yonghan Zhang; Wei Pang 001 (GECCO, 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 001 (CoRR, 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 001 (CoRR, 2024)

ScaleNet: Scale Invariance Learning in Directed Graphs. - Qin Jiang; Chengjia Wang; Michael Lones; Yingfang Yuan; Wei Pang (CoRR, 2024)

A Unifying Bias-aware Multidisciplinary Framework for Investigating Socio-Technical Issues. - Sacha Hasan; Mehdi Rizvi; Yingfang Yuan; Kefan Chen; Lynne Baillie; Wei Pang 001 (CoRR, 2025)

Mixture of Experts in Large Language Models. - Danyang Zhang; Junhao Song; Ziqian Bi; Yingfang Yuan; Tianyang Wang; Joe Yeong; Junfeng Hao (CoRR, 2025)