Zekun Cai (蔡泽坤)

2021

1. [CIKM 2021] Z. Wang, R. Jiang, Z. Cai, Z. Fan, X. Liu, K. Kim, X. Song, and R. Shibasaki, Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction, Proc. of 30th ACM International Conference on Information and Knowledge Management, 2021. (Accepted to appear)

2. [CIKM 2021] R. Jiang*, D. Yin*, Z. Wang, Y. Wang, J. Deng, H. Liu, Z. Cai, J. Deng, X. Song, and R. Shibasaki, DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction, Proc. of 30th ACM International Conference on Information and Knowledge Management, 2021. [arXiv] [Code1] [Code2]

3. [ACM TIST] R. Jiang, Z. Cai, Z. Wang, C. Yang, Z. Fan, Q. Chen, X. Song, and R. Shibasaki, Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System, ACM Transactions on Intelligent Systems and Technology, 2021. (Accepted to appear)

4. [ECML PKDD 2021] R. Jiang*, Z. Wang*, Z. Cai, C. Yang, Z. Fan, T. Xia, G. Matsubara, H. Mizuseki, X. Song, and R. Shibasaki, Countrywide OD Matrix Prediction for COVID-19, Proc. of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021. [PDF]

5. [IEEE TKDE] R. Jiang*, Z. Cai*, Z. Wang, C. Yang, Z. Fan, Q. Chen, K. Tsubouchi, X. Song, and R. Shibasaki. DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction. IEEE Transactions on Knowledge and Data Engineering, 2021. [PDF] [Code]

6. [ACM TBD] R. Jiang, X. Song, Z. Fan, T. Xia, Z. Wang, Q. Chen, Z. Cai, and R. Shibasaki, Transfer Urban Human Mobility via POI Embedding over Multiple Cities, ACM Transactions on Data Science, 2021. [PDF]

7. [JCLP] J. Chen, W. Li, H. Zhang, Z. Cai, Y. Sui, Y. Long, X. Song, R. Shibasaki. GPS data in urban online ride-hailing: A simulation method to evaluate impact of user scale on emission performance of system, Journal of Cleaner Production, 2021. [PDF]

2020

1. [Neurocomputing] R. Jiang*, Q. Chen*, Z. Cai, Z. Fan, X. Song, K. Tsubouchi, and R. Shibasaki, Will You Go Where You Search? A Deep Learning Framework for Estimating User Search-and-Go Behavior, Neurocomputing, 2020. [PDF]

2. [ECCV 2020] G. Wu, Y. Zheng, Z, Guo, Z. Cai, X. Shi, X. Ding, Y. Huang, Y. Guo, and R. Shibasaki. Learn to Recover Visible Color for Video Surveillance in a Day, European Conference on Computer Vision, 2020. [PDF] [Code]

3. [SIGSPATIAL 2020] Q. Chen*, R. Jiang*, Y. Chuang, Z. Cai, Z. Fan, K. Tsubouchi, R. Shibasaki, and X. Song, DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction, Proc. of 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2020. [PDF]

4. [ISPRS 2020] X. Lian, W. Yuan, Z. Guo, Z. Cai, X. Song, and R. Shibasaki, End-To Building Change Detection Model in Aerial Imagery and Digital Surface Model Based on Neural Networks, ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020. [PDF]