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Dongjie Wang
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Cited by
Year
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
912018
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
652022
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
312021
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
272020
Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning
D Wang, CT Lu, Y Fu
TSAS submited, 2023
232023
Dish-ts: a general paradigm for alleviating distribution shift in time series forecasting
W Fan, P Wang, D Wang, D Wang, Y Zhou, Y Fu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7522-7529, 2023
172023
Measuring urban vibrancy of residential communities using big crowdsourced geotagged data
P Wang, K Liu, D Wang, Y Fu
Frontiers in big Data 4, 690970, 2021
152021
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
152020
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
112021
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy
K Liu, P Wang, D Wang, W Du, DO Wu, Y Fu
ICDM 2021, 2021
102021
Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization
D Wang, Z Chen, J Ni, L Tong, Z Wang, Y Fu, H Chen
KDD 2023 Accepted, 2023
92023
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
92022
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
92020
IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection
Y Huang, Z Shen, Y Cai, X Yi, D Wang, F Lv, T Li
IEEE Transactions on Knowledge and Data Engineering, 2023
82023
Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents
M Xiao, D Wang, M Wu, Z Qiao, P Wang, K Liu, Y Zhou, Y Fu
SDM 2023, 2022
82022
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning
D Wang, L Wu, D Zhang, J Zhou, L Sun, Y Fu
AAAI 2023, 2022
82022
Reinforced Imitative Graph Learning for Mobile User Profiling
D Wang, P Wang, Y Fu, K Liu, H Xiong, CE Hughes
TKDE Accept, 2022
82022
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams
D Wang, K Liu, H Xiong, Y Fu
TBD Accepted, 2022
82022
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 Accepted, 2021
72021
Interactive reinforced feature selection with traverse strategy
K Liu, D Wang, W Du, DO Wu, Y Fu
Knowledge and Information Systems 65 (5), 1935-1962, 2023
62023
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Articles 1–20