Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction.

Lingbai Kong

Lingbai Kong Hanchen Yang 0002 Wengen Li Yichao Zhang 0001 Jihong Guan Shuigeng Zhou Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction. 559-573 2025 March 6 IEEE Trans. Artif. Intell. 3 https://doi.org/10.1109/TAI.2024.3459857 db/journals/tai/tai6.html#KongYLZGZ25 streams/journals/tai

Hanchen Yang 0002 Jiannong Cao 0001 Wengen Li Yu Yang 0012 Xiaoyi Li Lingbai Kong Yichao Zhang 0001 Jihong Guan Shuigeng Zhou Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction. 168:1-168:20 2025 November 19 ACM Trans. Knowl. Discov. Data 9 https://doi.org/10.1145/3769297 db/journals/tkdd/tkdd19.html#YangCLYLKZGZ25 streams/journals/tkdd

Lingbai Kong Wengen Li Hanchen Yang 0002 Yichao Zhang 0001 Jihong Guan Shuigeng Zhou CausalFormer: An Interpretable Transformer for Temporal Causal Discovery. 102-115 2025 January 37 IEEE Trans. Knowl. Data Eng. 1 https://doi.org/10.1109/TKDE.2024.3484461 db/journals/tkde/tkde37.html#KongLYZGZ25 streams/journals/tkde

Lingbai Kong Wengen Li Hanchen Yang 0002 Yichao Zhang 0001 Jihong Guan Shuigeng Zhou CausalFormer: An Interpretable Transformer for Temporal Causal Discovery (Extended Abstract). 4714-4715 2025 ICDE https://doi.org/10.1109/ICDE65448.2025.00386 conf/icde/2025 db/conf/icde/icde2025.html#KongLYZGZ25 streams/conf/icde Lingbai Kong Hanchen Yang 0002 Wengen Li Yichao Zhang 0001 Jihong Guan Shuigeng Zhou SH_Traffic. 2025 January https://doi.org/10.21227/jrg0-vb50 IEEE DataPort streams/repo/ieeedataport

Lingbai Kong Wengen Li Hanchen Yang 0002 Yichao Zhang 0001 Jihong Guan Shuigeng Zhou CausalFormer: An Interpretable Transformer for Temporal Causal Discovery. 2024 abs/2406.16708 CoRR https://doi.org/10.48550/arXiv.2406.16708 db/journals/corr/corr2406.html#abs-2406-16708 streams/journals/corr

Jiannong Cao 0001 Jihong Guan Wengen Li Xiaoyi Li Hanchen Yang 0002 Yu Yang 0012 Yichao Zhang 0001 Shuigeng Zhou