Improved genetic algorithm optimized LSTM model and its application in short-term traffic flow prediction. - Junxi Zhang; Shiru Qu; Zhiteng Zhang; Shaokang Cheng (PeerJ Comput. Sci., 2022)

Distilling Knowledge for Short-to-Long Term Trajectory Prediction. - Sourav Das; Guglielmo Camporese; Shaokang Cheng; Lamberto Ballan (IROS, 2024)

An acceleration-based prediction strategy for dynamic multi-objective optimization. - Junxi Zhang; Shiru Qu; Zhiteng Zhang; Shaokang Cheng; Mingxing Li; Yang Bi (Soft Comput., 2024)

FastSTI: A Fast Conditional Pseudo Numerical Diffusion Model for Spatio-Temporal Traffic Data Imputation. - Shaokang Cheng; Nada Osman; Shiru Qu; Lamberto Ballan (IEEE Trans. Intell. Transp. Syst., 2024)

DSP-ST: Dynamic Structural Prior Spatiotemporal Graph Attention Networks for Traffic Speed Prediction. - Shaokang Cheng; Nada Osman; Shiru Qu; Lamberto Ballan (IEEE Intell. Transp. Syst. Mag., 2025)

Transfer-Mamba: Selective state space models with spatio-temporal knowledge transfer for few-shot traffic prediction across cities. - Shaokang Cheng; Shiru Qu; Junxi Zhang (Simul. Model. Pract. Theory, 2025)