[TKDE]
Shortening passengers' travel time: A dynamic metro train scheduling approach using deep reinforcement learning.
Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng.
IEEE Transactions on Knowledge and Data Engineering, 2022.
[WWW]
Fine-grained Urban Flow Prediction.
Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S.Rosenblum, Roger Zimmermann.
In Proceedings of The Web Conference 2021 (WWW'21).
[TBD]
Federated Forest.
Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang, Yu Zheng.
IEEE Transactions on Big Data, 2020.
[KDD]
UrbanFM: Inferring Fine-Grained Urban Flows.
Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng.
In Proceedings of The 25th ACM SIGKDD international conference on Knowledge Discovery and Data Mining.