Shiqi Zhang

According to our database, Shiqi Zhang authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Spatiotemporal graph neural network for traffic flow prediction based on a two-stage pre-training and fine-tuning framework.

Shiqi Zhang, Zhen Liu, Chenliang Wo, Jialong Qian, Yonghong Liu, Huaizhu Oliver Gao

Adv. Eng. Informatics, 2026

2025

Tackling Incomplete Data in Air Quality Prediction: A Bayesian Deep Learning Framework for Uncertainty Quantification.

Yuzhuang Pian, Taiyu Wang, Shiqi Zhang, Rui Xu, Yonghong Liu

CoRR, November, 2025

Spatiotemporal subspace variational autoencoder with repair mechanism for traffic data imputation.

Jialong Qian, Shiqi Zhang, Yuzhuang Pian, Xinyi Chen, Yonghong Liu

Neurocomputing, 2025

Dynamic Interactive Graph Convolutional Recurrent Network for bidirectional spatiotemporal traffic flow forecasting.

Zhen Liu, Shiqi Zhang, Yuzhuang Pian, Yonghong Liu

Eng. Appl. Artif. Intell., 2025

2023

Spatio-temporal causal graph attention network for traffic flow prediction in intelligent transportation systems.

Wei Zhao, Shiqi Zhang, Bei Wang, Bing Zhou

PeerJ Comput. Sci., 2023

Multi-spatio-temporal Fusion Graph Recurrent Network for Traffic Forecasting.

Wei Zhao, Shiqi Zhang, Bing Zhou, Bei Wang

Eng. Appl. Artif. Intell., 2023