Dongjie Wang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 80

Top Topics

Feature Selection

Top Venues

Publications

Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, Qingqing Long, Haowei Zhu, Min Wu, Yuanchun Zhou, Meng Xiao
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy. CoRR (2024)
Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu
Feature Selection as Deep Sequential Generative Learning. CoRR (2024)
Jiameng Cheng, Hai Jiang, Dongjie Wang, Weixiong Zheng, Yang Shen, Miao Wu
Analysis of Position Measurement Accuracy of Boom-Type Roadheader Based on Binocular Vision. IEEE Trans. Instrum. Meas. 73 (2024)
Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao
GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. CoRR (2024)
Yanyong Huang, Li Yang, Dongjie Wang, Ke Li, Xiuwen Yi, Fengmao Lv, Tianrui Li
Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection. CoRR (2024)
Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu
RATT: A Thought Structure for Coherent and Correct LLM Reasoning. CoRR (2024)
Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu
Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. CoRR (2024)
Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
Feature Interaction Aware Automated Data Representation Transformation. SDM (2024)
Lecheng Zheng, Zhengzhang Chen, Dongjie Wang, Chengyuan Deng, Reon Matsuoka, Haifeng Chen
LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis. CoRR (2024)
Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. KDD (2024)
Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu
Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. SDM (2024)
Wei Ju, Yifan Wang, Yifang Qin, Zhengyang Mao, Zhiping Xiao, Junyu Luo, Junwei Yang, Yiyang Gu, Dongjie Wang, Qingqing Long, Siyu Yi, Xiao Luo, Ming Zhang
Towards Graph Contrastive Learning: A Survey and Beyond. CoRR (2024)
Yajiao Sun, Fuhui Chen, Hui Ma, Dongjie Wang, Dong Wang, Jingwen Zhang, Zhe Jiang, Rongyao Xia, Tian Tian, Wei Zhang
Exploring the immune characteristions of CRKP pneumonia at single-cell level. Comput. Biol. Medicine 177 (2024)
Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. CoRR (2024)
Weiliang Zhang, Zhen Meng, Dongjie Wang, Min Wu, Kunpeng Liu, Yuanchun Zhou, Meng Xiao
Enhanced Gene Selection in Single-Cell Genomics: Pre-Filtering Synergy and Reinforced Optimization. CoRR (2024)
Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. CoRR (2024)
Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. SDM (2023)
Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions. CoRR (2023)
Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen
Incremental Causal Graph Learning for Online Unsupervised Root Cause Analysis. CoRR (2023)
Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. IEEE Trans. Big Data 9 (3) (2023)
Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. CoRR (2023)
Kunpeng Liu, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
Interactive reinforced feature selection with traverse strategy. Knowl. Inf. Syst. 65 (5) (2023)
Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. CoRR (2023)
Ehtesamul Azim, Dongjie Wang, Yanjie Fu
Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. PAKDD (4) (2023)
Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen
Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization. CoRR (2023)
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. AAAI (2023)
Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen
Incremental Causal Graph Learning for Online Root Cause Analysis. KDD (2023)
Dongjie Wang, Chang-Tien Lu, Yanjie Fu
Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning. CoRR (2023)
Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
Feature Cognition Enhancement via Interaction-Aware Automated Transformation. CoRR (2023)
Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
Data-Centric AI: Deep Generative Differentiable Feature Selection via Discrete Subsetting as Continuous Embedding Space Optimization. CoRR (2023)
Dongjie Wang, Rui Li, Jiameng Cheng, Weixiong Zheng, Yang Shen, Sihai Zhao, Miao Wu
Research on the Calculation Model and Control Method of Initial Supporting Force for Temporary Support in the Underground Excavation Roadway of Coal Mine. Axioms 12 (10) (2023)
Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
Automated urban planning aware spatial hierarchies and human instructions. Knowl. Inf. Syst. 65 (3) (2023)
Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen
Interdependent Causal Networks for Root Cause Localization. KDD (2023)
Ehtesamul Azim, Dongjie Wang, Yanjie Fu
Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. CoRR (2023)
Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li
IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. CoRR (2023)
Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. ICDM (2023)
Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
Reinforced Imitative Graph Learning for Mobile User Profiling. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu
Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. CoRR (2023)
Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. AAAI (2023)
Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions. NeurIPS (2023)
Lu Jiang, Kunpeng Liu, Yibin Wang, Dongjie Wang, Pengyang Wang, Yanjie Fu, Minghao Yin
Reinforced Explainable Knowledge Concept Recommendation in MOOCs. ACM Trans. Intell. Syst. Technol. 14 (3) (2023)
Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation. ACM Trans. Spatial Algorithms Syst. 9 (1) (2023)
Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection. ICDM (2023)
Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. SDM (2023)
Meng Xiao, Dongjie Wang, Yanjie Fu, Kunpeng Liu, Min Wu, Hui Xiong, Yuanchun Zhou
Self-Optimizing Feature Transformation. CoRR (2022)
Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie
Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning. WWW (2022)
Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
Automated Urban Planning aware Spatial Hierarchies and Human Instructions. CoRR (2022)
Dongkun Wang, Wei Fan, Pengyang Wang, Pengfei Wang, Dongjie Wang, Denghui Zhang, Yanjie Fu
Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations. CoRR (2022)
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning. CoRR (2022)
Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. CoRR (2022)
Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. KDD (2022)
Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. CoRR (2022)
Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. CoRR (2022)
Wei Zhou, Hao Wang, Yiling Zhang, Cheng Long, Yan Yang, Dongjie Wang
Multi-scale Progressive Gated Transformer for Physiological Signal Classification. ACML (2022)
Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
Reinforced Imitative Graph Learning for Mobile User Profiling. CoRR (2022)
Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li
C$^{2}$IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection. CoRR (2022)
Pengyang Wang, Kunpeng Liu, Dongjie Wang, Yanjie Fu
Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data. Frontiers Big Data 4 (2021)
Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. CoRR (2021)
Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective. AAAI (2021)
Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. ICDM (2021)
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. CoRR (2021)
Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning. SIGSPATIAL/GIS (2021)
Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective. CoRR (2021)
Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing. Frontiers Big Data 4 (2021)
Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning. CoRR (2021)
Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation. CoRR (2021)
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. ICDM (2021)
Dongjie Wang, Yan Yang, Shangming Ning
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. CoRR (2020)
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. ICDM (2020)
Alexander Fitzgerald, Sam Huang, Kyle Sposato, Dongjie Wang, Mark Claypool, Emmanuel Agu
The Exergame Enjoyment Questionnaire (EEQ): An Instrument for Measuring Exergame Enjoyment. HICSS (2020)
Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu
Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. CoRR (2020)
Wei Zhou, Yan Yang, Yiling Zhang, Dongjie Wang, Xiaobo Zhang
Deep Flexible Structured Spatial-Temporal Model for Taxi Capacity Prediction. Knowl. Based Syst. 205 (2020)
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. CoRR (2020)
Md. Hishamur Rahman, Shakil Mohammad Rifaat, Soumik Nafis Sadeek, Masnun Abrar, Dongjie Wang
Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System. CoRR (2020)
Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu
Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. SIGSPATIAL/GIS (2020)
Yiran Liu, Qingling Duan, Dongjie Wang, Zhentao Zhang, Chunhong Liu
Prediction for hog prices based on similar sub-series search and support vector regression. Comput. Electron. Agric. 157 (2019)
Dongjie Wang, Kun Yu, Chaolu Feng, Dazhe Zhao, Xin Min, Wei Li
Graph Cuts and Shape Constraint Based Automatic Femoral Head Segmentation in CT Images. ISICDM (2019)
Dongjie Wang, Yan Yang, Shangming Ning
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. IJCNN (2018)
Renwei Liu, Dongjie Wang, Xinyu Zhang, Wang Li, Bo Yu
Comparison Study on the Performances of Finite Volume Method and Finite Difference Method. J. Appl. Math. 2013 (2013)