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Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation


Dec 26, 2021
Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu

* arXiv admin note: text overlap with arXiv:2008.09912 

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Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy


Oct 12, 2021
Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu

* ICDM 2021 

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Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning


Oct 12, 2021
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu

* ICDM2021 

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Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning


Sep 22, 2021
Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu

* SIGSPATIAL 2021 

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Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective


Jan 07, 2021
Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles Hughes, Yanjie Fu

* AAAI 2021 

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Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection


Aug 26, 2020
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu


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Reimagining City Configuration: Automated Urban Planning via Adversarial Learning


Aug 22, 2020
Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu


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DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction


Aug 22, 2020
Dongjie Wang, Yan Yang, Shangming Ning


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