2023
- Hongjun Wang, Jiyuan Chen, Yinqiang Zheng, Tieyong Zeng.
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution.
The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2024.
- Zhang Zhiwen, Hongjun Wang, Zipei Fan, Ryosuke Shibasaki, Xuan Song.
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM) 2023.
- Zezheng Feng, Yifan Jiang, Hongjun Wang, Zipei Fan, Shuang-Hua Yang, Huamin Qu, and Xuan Song.
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic.
Computational Visual Media (CVMJ) 2023.
- Hongjun Wang, Jiyuan Chen, Lun Du, Qiang Fu, Xuan Song.
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention.
The 32nd International Joint Conference on Artificial Intelligence (IJCAI), Macao, August 2023.
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2022
- Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, and Ryosuke Shibasaki.
Missing Road Condition Imputation Using a Multi view Heterogeneous Graph Network from GPS Trajectory.
IEEE Transactions on Intelligent Transportation Systems (T-ITS) , 2022.
- Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Boyuan Zhang, Renhe Jiang, Xuan Song.
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout.
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) , 2022.
- Hongjun Wang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Xuan Song.
Discovering Key Sub-trajectories To Explain the Traffic Prediction.
Sensors , 2022.
- Hongjun Wang, Zhiwen Zhang , Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki.
Multi‑task Weakly Supervised Learning for Origin–Destination Travel Time Estimation.
IEEE Transactions on Knowledge and Data Engineering (TKDE) , 2022.
- Lingyu Zhang, Xu Geng, Zhiwei Qin, Hongjun Wang, Xuan Song, Yunhai Wang.
Multi-modal graph interaction for multi-graph convolution network in urban spatiotemporal forecasting.
Sustainability, 2022.
- Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song.
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction.
IEEE Transactions on Knowledge and Data Engineering (TKDE) , 2022.
- Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki.
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories.
Proc. of the 26th European Conference on Machine Learning (ECML/PKDD), 2022.
- Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki.
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation.
IEEE Internet of Things Journal (IOT-J), 2022.
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