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Jie Feng (冯杰)
Jie Feng (冯杰)
Ph.D. in EE, Tsinghua University
Verified email at mails.tsinghua.edu.cn - Homepage
Title
Cited by
Cited by
Year
DeepMove: predicting human mobility with attentional recurrent networks
J Feng, Y Li, C Zhang, F Sun, F Meng, A Guo, D Jin
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 1459-1468, 2018
3422018
DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
Z Lin*, J Feng*, Z Lu, Y Li, D Jin
The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019
1232019
DeepTP: An end-to-end neural network for mobile cellular traffic prediction
J Feng, X Chen, R Gao, M Zeng, Y Li
IEEE Network 32 (6), 108-115, 2018
792018
Learning phase competition for traffic signal control
G Zheng, Y Xiong, X Zang, J Feng, H Wei, H Zhang, Y Li, K Xu, Z Li
Proceedings of the 28th ACM international conference on information and …, 2019
742019
PMF: A privacy-preserving human mobility prediction framework via federated learning
J Feng, C Rong, F Sun, D Guo, Y Li
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
612020
Context-aware real-time population estimation for metropolis
F Xu, J Feng, P Zhang, Y Li
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
582016
DPLink: User identity linkage via deep neural network from heterogeneous mobility data
J Feng, M Zhang, H Wang, Z Yang, C Zhang, Y Li, D Jin
The World Wide Web Conference, 459-469, 2019
562019
Dynamic graph convolutional recurrent network for traffic prediction: Benchmark and solution
F Li, J Feng, H Yan, G Jin, F Yang, F Sun, D Jin, Y Li
ACM Transactions on Knowledge Discovery from Data (TKDD), 2021
252021
Learning to simulate human mobility
J Feng, Z Yang, F Xu, H Yu, M Wang, Y Li
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
242020
DeepDPM: Dynamic Population Mapping via Deep Neural Network
Z Zong*, J Feng*, K Liu, H Shi, Y Li
The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2018
172018
Uniqueness in the city: Urban morphology and location privacy
H Cao, J Feng, Y Li, V Kostakos
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
172018
DeepMM: Deep learning based map matching with data augmentation
K Zhao, J Feng, Z Xu, T Xia, L Chen, F Sun, D Guo, D Jin, Y Li
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances …, 2019
162019
A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling
J Feng, Z Lin, T Xia, F Sun, D Guo, Y Li
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
142020
A bimodal model to estimate dynamic metropolitan population by mobile phone data
J Feng, Y Li, F Xu, D Jin
Sensors 18 (10), 3431, 2018
122018
Understanding metropolitan crowd mobility via mobile cellular accessing data
H Cao, J Sankaranarayanan, J Feng, Y Li, H Samet
ACM Transactions on Spatial Algorithms and Systems (TSAS) 5 (2), 1-18, 2019
112019
Predicting human mobility with semantic motivation via multi-task attentional recurrent networks
J Feng, Y Li, Z Yang, Q Qiu, D Jin
IEEE Transactions on Knowledge and Data Engineering, 2020
102020
Semantic-aware spatio-temporal app usage representation via graph convolutional network
Y Yu, T Xia, H Wang, J Feng, Y Li
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
82020
Deep learning models for population flow generation from aggregated mobility data
C Rong, J Feng, Y Li
Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019
82019
3dgcn: 3-dimensional dynamic graph convolutional network for citywide crowd flow prediction
T Xia, J Lin, Y Li, J Feng, P Hui, F Sun, D Guo, D Jin
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (6), 1-21, 2021
72021
Attnmove: History enhanced trajectory recovery via attentional network
T Xia, Y Qi, J Feng, F Xu, F Sun, D Guo, Y Li
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4494-4502, 2021
62021
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Articles 1–20