Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting. - Yiji Zhao; Youfang Lin; Haomin Wen; Tonglong Wei; Xiyuan Jin; Huaiyu Wan (IEEE Trans. Intell. Transp. Syst., 2023)

Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation. - Tonglong Wei; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Yiheng Huang; Chenyang Xiang; Yuqing Bai; Menglu Ya; Huaiyu Wan (CoRR, 2024)

TrajFM: A Vehicle Trajectory Foundation Model for Region and Task Transferability. - Yan Lin 006; Tonglong Wei; Zeyu Zhou 001; Haomin Wen; Jilin Hu; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (CoRR, 2024)

PTR: A Pre-trained Language Model for Trajectory Recovery. - Tonglong Wei; Yan Lin 006; Youfang Lin; Shengnan Guo 001; Jilin Hu; Gao Cong; Huaiyu Wan (CoRR, 2024)

An Experimental Evaluation of Imputation Models for Spatial-Temporal Traffic Data. - Shengnan Guo 001; Tonglong Wei; Yiheng Huang; Miaomiao Zhao; Ran Chen; Yan Lin 006; Youfang Lin; Huaiyu Wan (CoRR, 2024)

Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging. - Tonglong Wei; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Yiji Zhao; Xiyuan Jin; Zhihao Wu 001; Huaiyu Wan (Knowl. Based Syst., 2024)

Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecastin. - Xiyuan Jin; Jing Wang 060; Shengnan Guo 001; Tonglong Wei; Yiji Zhao; Youfang Lin; Huaiyu Wan (Expert Syst. Appl., 2024)

Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery. - Tonglong Wei; Youfang Lin; Yan Lin 006; Shengnan Guo 001; Lan Zhang; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2024)

Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation. - Tonglong Wei; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Yiheng Huang; Chenyang Xiang; Yuqing Bai; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2024)

TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability. - Tonglong Wei; Yan Lin 006; Zeyu Zhou 001; Haomin Wen; Jilin Hu; Shengnan Guo 001; Youfang Lin; Gao Cong; Huaiyu Wan (CoRR, 2025)