081203-计算机应用技术
081202-计算机软件与理论

时空数据挖掘, 图网络模型,强化学习

2017-10--2018-10   密苏里科技大学   访问学生
2013-09--2019-06   中国科学院大学   博士学位
2009-09--2013-06   吉林大学   学士学位

   

2019-08~2022-11,阿里巴巴云计算（北京）有限公司, 无
2019-07~2022-01,阿里巴巴云计算（北京）有限公司 和 中国科学院计算技术研究所, 企业联培博士后

   

（ 1 ） 一种基于特征重构误差的交通流量预测方法, 发明专利, 2021, 第 3 作者, 专利号: CN111754775B

   

[1] 王鹏飞, 刘鲲鹏. Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based LSTM.. Proceedings of the 2022 SIAM International Conference on Data Mining[J]. 2022, 第 1 作者
[2] 王鹏飞. Deep Adaptive Graph Clustering via von Mises-Fisher Distributions. ACM Transactions on the Web(TWEB)[J]. 2022, 第 1 作者
[3] 刘鲲鹏, 王鹏飞. Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy.. IEEE International Conference on Data Mining[J]. 2021, 第 2 作者
[4] Qiao, Ziyue, Wang, Pengyang, Fu, Yanjie, Du, Yi, Wang, Pengfei, Zhou, Yuanchun, Plant, C, Wang, H, Cuzzocrea, A, Zaniolo, C, Wu, X. Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning. 20TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2020). 2020, 第 5 作者432-441, 
[5] kunpeng liu, Yanjie Fu, 王鹏飞. Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning.. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining[J]. 2019, 第 3 作者
[6] Qiao, Ziyue, Du, Yi, Fu, Yanjie, Wang, Pengfei, Zhou, Yuanchun, Baru, C, Huan, J, Khan, L, Hu, XH, Ak, R, Tian, Y, Barga, R, Zaniolo, C, Lee, K, Ye, YF. Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding. 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA). 2019, 第 4 作者910-919, 
[7] Wang Pengyang, Fu Yanjie, Zhang Jiawei, Wang Pengfei, Zheng Yu, Aggarwal Charu, ACM. You Are How You Drive: Peer and Temporal-Aware Representation Learning for Driving Behavior Analysis. KDD'18: PROCEEDINGS OF THE 24TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING. 2018, 第 4 作者2457-2466, http://dx.doi.org/10.1145/3219819.3219985.
[8] Wang, Pengfei, Liu, Guannan, Fu, Yanjie, Zhou, Yuanchun, Li, Jianhui. Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. ACMTRANSACTIONSONINTELLIGENTSYSTEMSANDTECHNOLOGY[J]. 2018, 第 1 作者9(3): http://www.corc.org.cn/handle/1471x/2374254.
[9] Cui, Wenjuan, Wang, Pengfei, Du, Yi, Chen, Xin, Guo, Danhuai, Li, Jianhui, Zhou, Yuanchun. An algorithm for event detection based on social media data. NEUROCOMPUTING[J]. 2017, 第 2 作者254: 53-58, http://www.corc.org.cn/handle/1471x/2374216.
[10] 王鹏飞, Yanjie Fu, 刘冠男. 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,[J]. 2017, 第 1 作者