A Boosting Approach to Constructing an Ensemble Stack. - Zhilei Zhou; Ziyu Qiu; Brad Niblett; Andrew Johnston; Jeffrey Schwartzentruber; Nur Zincir-Heywood; Malcolm I. Heywood (EuroGP, 2023)

Assessing the impact of bag-of-words versus word-to-vector embedding methods and dimension reduction on anomaly detection from log files. - Ziyu Qiu; Zhilei Zhou; Brad Niblett; Andrew Johnston; Jeffrey Schwartzentruber; Nur Zincir-Heywood; Malcolm I. Heywood (Int. J. Netw. Manag., 2024)

Benchmarking Streaming Evolutionary Ensemble Learning under Shifting Imbalanced Data. - Ziyu Qiu; Malcolm I. Heywood (CEC, 2025)

NWSTAN: a lightweight dynamic spatial-temporal attention network for traffic prediction. - Jingru Sun; Yao Zhang; Ziyu Qiu; Qixuan Cheng; Zhu Xiao (Neural Comput. Appl., 2025)