Research on the Calculation Model and Control Method of Initial Supporting Force for Temporary Support in the Underground Excavation Roadway of Coal Mine.

[BibT_eX]

[DOI]

Dongjie Wang

Rui Li

Axioms, October, 2023

Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, June, 2023

Interactive reinforced feature selection with traverse strategy.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., May, 2023

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

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., March, 2023

Automated urban planning aware spatial hierarchies and human instructions.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., March, 2023

Reinforced Explainable Knowledge Concept Recommendation in MOOCs.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2023

Feature Cognition Enhancement via Interaction-Aware Automated Transformation.

[BibT_eX]

[DOI]

CoRR, 2023

Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning.

[BibT_eX]

[DOI]

Dongjie Wang

Chang-Tien Lu

Yanjie Fu

CoRR, 2023

Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization.

[BibT_eX]

[DOI]

CoRR, 2023

Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems.

[BibT_eX]

[DOI]

Ehtesamul Azim

Dongjie Wang

Yanjie Fu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interdependent Causal Networks for Root Cause Localization.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Incremental Causal Graph Learning for Online Root Cause Analysis.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations.

[BibT_eX]

[DOI]

CoRR, 2022

Self-Optimizing Feature Transformation.

[BibT_eX]

[DOI]

CoRR, 2022

C$^{2}$IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Multi-scale Progressive Gated Transformer for Physiological Signal Classification.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2022

2021

Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data.

[BibT_eX]

[DOI]

Frontiers Big Data, 2021

Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing.

[BibT_eX]

[DOI]

Frontiers Big Data, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

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

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Deep Flexible Structured Spatial-Temporal Model for Taxi Capacity Prediction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System.

[BibT_eX]

[DOI]

Md. Hishamur Rahman

Shakil Mohammad Rifaat

Soumik Nafis Sadeek

Masnun Abrar

Dongjie Wang

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

The Exergame Enjoyment Questionnaire (EEQ): An Instrument for Measuring Exergame Enjoyment.

[BibT_eX]

[DOI]

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Reimagining City Configuration: Automated Urban Planning via Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019

Prediction for hog prices based on similar sub-series search and support vector regression.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2019

Graph Cuts and Shape Constraint Based Automatic Femoral Head Segmentation in CT Images.

[BibT_eX]

[DOI]

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

2018

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

[BibT_eX]

[DOI]

Dongjie Wang

Yan Yang

Shangming Ning

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2013

Comparison Study on the Performances of Finite Volume Method and Finite Difference Method.

[BibT_eX]

[DOI]

J. Appl. Math., 2013

Dongjie Wang

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