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Dongjie Wang
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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
1002018
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
822022
Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning
D Wang, CT Lu, Y Fu
TSAS submited, 2023
362023
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
322021
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
312023
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
292020
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
172021
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
162022
Incremental causal graph learning for online root cause analysis
D Wang, Z Chen, Y Fu, Y Liu, H Chen
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
152023
C2IMUFS: 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 35 (10), 10681-10694, 2023
152023
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
152023
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
152022
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
Interdependent causal networks for root cause localization
D Wang, Z Chen, J Ni, L Tong, Z Wang, Y Fu, H Chen
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
132023
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
132021
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy
K Liu, P Wang, D Wang, W Du, DO Wu, Y Fu
ICDM 2021, 2021
132021
Reinforced explainable knowledge concept recommendation in MOOCs
L Jiang, K Liu, Y Wang, D Wang, P Wang, Y Fu, M Yin
ACM Transactions on Intelligent Systems and Technology 14 (3), 1-20, 2023
112023
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
112021
Beyond discrete selection: Continuous embedding space optimization for generative feature selection
M Xiao, D Wang, M Wu, P Wang, Y Zhou, Y Fu
2023 IEEE International Conference on Data Mining (ICDM), 688-697, 2023
102023
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
102022
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