Dongjie Wang
Dongjie Wang
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DeepSTCL: A deep spatio-temporal ConvLSTM for travel demand prediction
D Wang, Y Yang, S Ning
2018 international joint conference on neural networks (IJCNN), 1-8, 2018
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective
D Wang, P Wang, K Liu, Y Zhou, C Hughes, Y Fu
AAAI 2021, 2021
Multi-level recommendation reasoning over knowledge graphs with reinforcement learning
X Wang, K Liu, D Wang, L Wu, Y Fu, X Xie
Proceedings of the ACM Web Conference 2022, 2098-2108, 2022
Reimagining city configuration: Automated urban planning via adversarial learning
D Wang, Y Fu, P Wang, B Huang, CT Lu
Proceedings of the 28th International Conference on Advances in Geographic …, 2020
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
D Wang, P Wang, J Zhou, L Sun, B Du, Y Fu
ICDM 2020, 2020
Deep Flexible Structured Spatial-Temporal Model for taxi capacity prediction
W Zhou, Y Yang, Y Zhang, D Wang, X Zhang
Knowledge-Based Systems, 106286, 2020
Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning
D Wang, K Liu, D Mohaisen, P Wang, CT Lu, Y Fu
SIGSPATIAL 2021, 2021
Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing
D Wang, K Liu, D Mohaisen, P Wang, CT Lu, Y Fu
Frontiers in big Data 4, 2021
Measuring urban vibrancy of residential communities using big crowdsourced geotagged data
P Wang, K Liu, D Wang, Y Fu
Frontiers in big Data, 34, 2021
Reinforced Imitative Graph Learning for Mobile User Profiling
D Wang, P Wang, Y Fu, K Liu, H Xiong, CE Hughes
TKDE under review, 2022
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams
D Wang, K Liu, H Xiong, Y Fu
TBD under review, 2022
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning
D Wang, K Liu, P Johnson, L Sun, B Du, Y Fu
ICDM 2021, 2021
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy
K Liu, P Wang, D Wang, W Du, DO Wu, Y Fu
ICDM 2021, 2021
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction
D Wang, Y Fu, K Liu, X Li, Y Solihin
KDD 2022, 2022
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation
D Wang, Y Fu, K Liu, F Chen, P Wang, CT Lu
TSAS, 2021
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