王鹏飞
王鹏飞
硕士生导师
岗位:副研究员
职务:
所属部门:大数据技术与应用发展部
学历:博士研究生
邮箱:pfwang@cnic.cn
通讯地址:
学科专业(学术型/专业型):计算机应用技术/计算机技术 
招生方向:
时空数据挖掘、图网络模型、强化学习
承担科研项目等情况
参与科学大数据工程(十三五信息化专项)、科学大数据管理系统(国家重点研发计划)及多个政企合作项目,致力于应用牵引的学术落地,在ACM KDD,IEEE ICDM等国际会议、期刊发表多篇论文,为学术顶级会议KDD,WWW,IJCAI,AAAI等审稿人。
代表论著

1. Pengfei Wang, Yanjie Fu, et, al. Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes.  In Proceedings of the 23th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2017, KDD'17, 495-503.

2. Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou and Jianhui Li. Spotting trip purposes from taxi trajectories: A general probabilistic model[J]. ACM Transactions on Intelligent Systems and Technology (TIST), 2017, 9(3): 1-26.

3. Pengfei Wang, Kunpeng Liu, et al. Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based LSTM. Proceedings of the 2022 SIAM International Conference on Data Mining (SIAM SDM), 2022, 711-719.

4. Kunpeng Liu, Pengfei Wang*, et al. Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. IEEE International Conference on Data Mining (ICDM). IEEE, 2021: 399-408.

5. Pengyang Wang, Yanjie Fu, Jiawei Zhang, Pengfei Wang, et al. You Are How You Drive: Peer and Temporal-Aware Representation Learning for Driving Behavior Analysis. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,2018, KDD'18, 2457-2466.

6. Wenjuan Cui, Pengfei Wang, et al. An algorithm for event detection based on social media data. Neurocomputing.

7. Kunpeng Liu, Yanjie Fu, Pengfei Wang, et al. Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019, KDD'19, 207-215.

8. Xin Guo, Zhengxu Yu, Pengfei Wang, et al. Urban Traffic Light Control via Active Multi-agent Communication and Supply-Demand Modeling. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021.