Comparison Study on the Performances of Finite Volume Method and Finite Difference Method. - Renwei Liu; Dongjie Wang; Xinyu Zhang 005; Wang Li; Bo Yu 010 (J. Appl. Math., 2013)

DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. - Dongjie Wang; Yan Yang 001; Shangming Ning (IJCNN, 2018)

Graph Cuts and Shape Constraint Based Automatic Femoral Head Segmentation in CT Images. - Dongjie Wang; Kun Yu 002; Chaolu Feng; Dazhe Zhao; Xin Min; Wei Li 117 (ISICDM, 2019)

Prediction for hog prices based on similar sub-series search and support vector regression. - Yiran Liu; Qingling Duan; Dongjie Wang; Zhentao Zhang; Chunhong Liu (Comput. Electron. Agric., 2019)

Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. - Dongjie Wang; Yanjie Fu; Pengyang Wang; Bo Huang 001; Chang-Tien Lu (SIGSPATIAL/GIS, 2020)

The Exergame Enjoyment Questionnaire (EEQ): An Instrument for Measuring Exergame Enjoyment. - Alexander Fitzgerald; Sam Huang; Kyle Sposato; Dongjie Wang; Mark Claypool; Emmanuel Agu (HICSS, 2020)

Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. - Dongjie Wang; Pengyang Wang; Jingbo Zhou; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDM, 2020)

Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System. - Md. Hishamur Rahman; Shakil Mohammad Rifaat; Soumik Nafis Sadeek; Masnun Abrar; Dongjie Wang (CoRR, 2020)

Deep Flexible Structured Spatial-Temporal Model for Taxi Capacity Prediction. - Wei Zhou; Yan Yang 001; Yiling Zhang; Dongjie Wang; Xiaobo Zhang (Knowl. Based Syst., 2020)

Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective. - Dongjie Wang; Pengyang Wang; Kunpeng Liu 001; Yuanchun Zhou; Charles E. Hughes; Yanjie Fu (AAAI, 2021)

Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning. - Dongjie Wang; Kunpeng Liu 001; David Mohaisen; Pengyang Wang; Chang-Tien Lu; Yanjie Fu (SIGSPATIAL/GIS, 2021)

Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. - Kunpeng Liu 001; Pengfei Wang 008; Dongjie Wang; Wan Du; Dapeng Oliver Wu; Yanjie Fu (ICDM, 2021)

Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. - Dongjie Wang; Kunpeng Liu 001; Pauline Johnson; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDM, 2021)

Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing. - Dongjie Wang; Kunpeng Liu 001; David Mohaisen; Pengyang Wang; Chang-Tien Lu; Yanjie Fu (Frontiers Big Data, 2021)

Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data. - Pengyang Wang; Kunpeng Liu 001; Dongjie Wang; Yanjie Fu (Frontiers Big Data, 2021)

Multi-scale Progressive Gated Transformer for Physiological Signal Classification. - Wei Zhou; Hao Wang; Yiling Zhang; Cheng Long; Yan Yang; Dongjie Wang (ACML, 2022)

Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. - Dongjie Wang; Yanjie Fu; Kunpeng Liu 001; Xiaolin Li; Yan Solihin (KDD, 2022)

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning. - Xiting Wang; Kunpeng Liu 001; Dongjie Wang; Le Wu; Yanjie Fu; Xing Xie 001 (WWW, 2022)

C$^{2}$IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection. - Yanyong Huang; Zongxin Shen; Yuxin Cai; Xiuwen Yi; Dongjie Wang; Fengmao Lv; Tianrui Li 001 (CoRR, 2022)

Self-Optimizing Feature Transformation. - Meng Xiao 001; Dongjie Wang; Yanjie Fu; Kunpeng Liu 001; Min Wu 008; Hui Xiong 001; Yuanchun Zhou (CoRR, 2022)

Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations. - Dongkun Wang; Wei Fan 010; Pengyang Wang; Pengfei Wang 008; Dongjie Wang; Denghui Zhang; Yanjie Fu (CoRR, 2022)

Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. - Wei Fan 010; Pengyang Wang; Dongkun Wang; Dongjie Wang; Yuanchun Zhou; Yanjie Fu (AAAI, 2023)

Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. - Dongjie Wang; Lingfei Wu 001; Denghui Zhang; Jingbo Zhou; Leilei Sun; Yanjie Fu (AAAI, 2023)

Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection. - Meng Xiao 001; Dongjie Wang; Min Wu 008; Pengfei Wang 008; Yuanchun Zhou; Yanjie Fu (ICDM, 2023)

Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. - Wangyang Ying; Dongjie Wang; Kunpeng Liu 001; Leilei Sun; Yanjie Fu (ICDM, 2023)

Incremental Causal Graph Learning for Online Root Cause Analysis. - Dongjie Wang; Zhengzhang Chen; Yanjie Fu; Yanchi Liu; Haifeng Chen (KDD, 2023)

Interdependent Causal Networks for Root Cause Localization. - Dongjie Wang; Zhengzhang Chen; Jingchao Ni; Liang Tong; Zheng Wang; Yanjie Fu; Haifeng Chen (KDD, 2023)

Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions. - Dongjie Wang; Meng Xiao 001; Min Wu 008; Pengfei Wang 008; Yuanchun Zhou; Yanjie Fu (NeurIPS, 2023)

Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. - Ehtesamul Azim; Dongjie Wang; Yanjie Fu (PAKDD (4), 2023)

Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. - Meng Xiao 001; Dongjie Wang; Min Wu 008; Ziyue Qiao; Pengfei Wang 008; Kunpeng Liu 001; Yuanchun Zhou; Yanjie Fu (SDM, 2023)

Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. - Pengfei Wang 008; Daniel Wang; Kunpeng Liu 001; Dongjie Wang; Yuanchun Zhou; Leilei Sun; Yanjie Fu (SDM, 2023)

VDABSys: A Novel Security-Testing Framework for Blockchain Systems Based on Vulnerability detection. - Jinfu Chen 001; Qiaowei Feng; Saihua Cai; Dengzhou Shi; Dave Towey; Yuhao Chen; Dongjie Wang (SecureComm (1), 2023)

Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization. - Dongjie Wang; Zhengzhang Chen; Jingchao Ni; Liang Tong; Zheng Wang; Yanjie Fu; Haifeng Chen (CoRR, 2023)

Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning. - Dongjie Wang; Chang-Tien Lu; Yanjie Fu (CoRR, 2023)

Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis. - Dongjie Wang; Zhengzhang Chen; Yanjie Fu; Yanchi Liu; Haifeng Chen (CoRR, 2023)

Feature Cognition Enhancement via Interaction-Aware Automated Transformation. - Ehtesamul Azim; Dongjie Wang; Kunpeng Liu 001; Wei Zhang 076; Yanjie Fu (CoRR, 2023)

Reinforced Explainable Knowledge Concept Recommendation in MOOCs. - Lu Jiang 007; Kunpeng Liu 001; Yibin Wang 007; Dongjie Wang; Pengyang Wang; Yanjie Fu; Minghao Yin (ACM Trans. Intell. Syst. Technol., 2023)

Automated urban planning aware spatial hierarchies and human instructions. - Dongjie Wang; Kunpeng Liu 001; Yanyong Huang; Leilei Sun; Bowen Du 001; Yanjie Fu (Knowl. Inf. Syst., 2023)

Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation. - Dongjie Wang; Yanjie Fu; Kunpeng Liu 001; Fanglan Chen; Pengyang Wang; Chang-Tien Lu (ACM Trans. Spatial Algorithms Syst., 2023)

Interactive reinforced feature selection with traverse strategy. - Kunpeng Liu 001; Dongjie Wang; Wan Du; Dapeng Oliver Wu; Yanjie Fu (Knowl. Inf. Syst., 2023)

Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. - Dongjie Wang; Kunpeng Liu 001; Hui Xiong 001; Yanjie Fu (IEEE Trans. Big Data, 2023)

Research on the Calculation Model and Control Method of Initial Supporting Force for Temporary Support in the Underground Excavation Roadway of Coal Mine. - Dongjie Wang; Rui Li; Jiameng Cheng; Weixiong Zheng; Yang Shen; Sihai Zhao; Miao Wu (Axioms, 2023)

C2IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection. - Yanyong Huang; Zongxin Shen; Yuxin Cai; Xiuwen Yi; Dongjie Wang; Fengmao Lv; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Reinforced Imitative Graph Learning for Mobile User Profiling. - Dongjie Wang; Pengyang Wang; Yanjie Fu; Kunpeng Liu 001; Hui Xiong 001; Charles E. Hughes (IEEE Trans. Knowl. Data Eng., 2023)

DCAI: The 4th International Workshop on Data-Centric AI. - Yanjie Fu; Kunpeng Liu 001; Dongjie Wang (CIKM, 2024)

Tabular Data-centric AI: Challenges, Techniques and Future Perspectives. - Yanjie Fu; Dongjie Wang; Hui Xiong 001; Kunpeng Liu 001 (CIKM, 2024)

Reinforcement Feature Transformation for Polymer Property Performance Prediction. - Xuanming Hu; Dongjie Wang; Wangyang Ying; Yanjie Fu (CIKM, 2024)

GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. - Guojiao Lin; Zhen Meng; Dongjie Wang; Qingqing Long; Yuanchun Zhou; Meng Xiao 001 (CIKM, 2024)

Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures. - Arun Vignesh Malarkkan; Dongjie Wang; Yanjie Fu (CIKM, 2024)

Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. - Wangyang Ying; Dongjie Wang; Xuanming Hu; Ji Qiu; Jin Park; Yanjie Fu (CIKM, 2024)

HyWE: A Hybrid Word Embedding Method for Smart Contract Vulnerability Detection. - Jinfu Chen 001; Zhehao Li; Dongjie Wang (ISSRE (Workshops), 2024)

Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. - Wangyang Ying; Dongjie Wang; Xuanming Hu; Yuanchun Zhou; Charu C. Aggarwal; Yanjie Fu (KDD, 2024)

Feature Interaction Aware Automated Data Representation Transformation. - Ehtesamul Azim; Dongjie Wang; Kunpeng Liu 001; Wei Zhang 076; Yanjie Fu (SDM, 2024)

Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. - Xuanming Hu; Wei Fan 010; Dongjie Wang; Pengyang Wang; Yong Li 008; Yanjie Fu (SDM, 2024)

SCVD-SA: A Smart Contract Vulnerability Detection Method Based on Hybrid Deep Learning Model and Self-attention Mechanism. - Dongjie Wang; Jinfu Chen 001; Saihua Cai; Qiaowei Feng; Yuhao Chen; Xinyi Hu (SANER (Companion), 2024)

Exploring the immune characteristions of CRKP pneumonia at single-cell level. - Yajiao Sun; Fuhui Chen; Hui Ma; Dongjie Wang; Dong Wang; Jingwen Zhang; Zhe Jiang; Rongyao Xia; Tian Tian; Wei Zhang (Comput. Biol. Medicine, 2024)

Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. - Xinyuan Wang 011; Dongjie Wang; Wangyang Ying; Rui Xie 002; Haifeng Chen; Yanjie Fu (CoRR, 2024)

Towards Graph Contrastive Learning: A Survey and Beyond. - Wei Ju 001; Yifan Wang 014; Yifang Qin; Zhengyang Mao; Zhiping Xiao 001; Junyu Luo 002; Junwei Yang; Yiyang Gu; Dongjie Wang; Qingqing Long; Siyu Yi; Xiao Luo 001; et al. (CoRR, 2024)

LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis. - Lecheng Zheng; Zhengzhang Chen; Dongjie Wang; Chengyuan Deng; Reon Matsuoka; Haifeng Chen (CoRR, 2024)

Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy. - Xiaohan Huang 003; Dongjie Wang; Zhiyuan Ning; Ziyue Qiao; Qingqing Long; Haowei Zhu; Min Wu 008; Yuanchun Zhou; Meng Xiao 001 (CoRR, 2024)

Enhanced Gene Selection in Single-Cell Genomics: Pre-Filtering Synergy and Reinforced Optimization. - Weiliang Zhang; Zhen Meng; Dongjie Wang; Min Wu 008; Kunpeng Liu 001; Yuanchun Zhou; Meng Xiao 001 (CoRR, 2024)

Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection. - Yanyong Huang; Li Yang; Dongjie Wang; Ke Li; Xiuwen Yi; Fengmao Lv; Tianrui Li 001 (CoRR, 2024)

CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection. - Yanyong Huang; Yuxin Cai; Dongjie Wang; Xiuwen Yi; Tianrui Li 001 (CoRR, 2024)

Analysis of Position Measurement Accuracy of Boom-Type Roadheader Based on Binocular Vision. - Jiameng Cheng; Hai Jiang; Dongjie Wang; Weixiong Zheng; Yang Shen; Miao Wu (IEEE Trans. Instrum. Meas., 2024)

Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. - Meng Xiao 001; Dongjie Wang; Min Wu 008; Kunpeng Liu 001; Hui Xiong 001; Yuanchun Zhou; Yanjie Fu (ACM Trans. Knowl. Discov. Data, 2024)

Feature Selection as Deep Sequential Generative Learning. - Wangyang Ying; Dongjie Wang; Haifeng Chen; Yanjie Fu (ACM Trans. Knowl. Discov. Data, 2024)

RATT: A Thought Structure for Coherent and Correct LLM Reasoning. - Jinghan Zhang 002; Xiting Wang; Weijieying Ren; Lu Jiang 007; Dongjie Wang; Kunpeng Liu 001 (AAAI, 2025)

Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning. - Ye Zhang 014; Yanqi Gao; Dongjie Wang; Yupeng Zhou; Jinlong He; Zhaoyang Sun; Minghao Yin (AAAI, 2025)

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. - Fan Zhang 111; Changhu Wang; Zebang Cheng; Xiaojiang Peng; Dongjie Wang; Yijia Xiao; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (AAAI, 2025)

Optimizing Transit Network Expansion with Gated Attentive Graph Reinforcement Learning. - Fanglan Chen; Dongjie Wang; Jianfeng He; Shuo Lei; Chang-Tien Lu (SDM, 2025)

Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. - Dongjie Wang; Yanyong Huang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Xinyuan Wang 011; Sixun Dong; Tao Zhe; Kunpeng Liu 001; Meng Xiao 001; Pengfei Wang 008; Pengyang Wang; et al. (CoRR, 2025)

Iterative Feature Space Optimization through Incremental Adaptive Evaluation. - Yanping Wu; Yanyong Huang; Zhengzhang Chen; Zijun Yao 001; Yanjie Fu; Kunpeng Liu 001; Xiao Luo 001; Dongjie Wang (CoRR, 2025)

LEKA:LLM-Enhanced Knowledge Augmentation. - Xinhao Zhang 001; Jinghan Zhang 002; Fengran Mo; Dongjie Wang; Yanjie Fu; Kunpeng Liu 001 (CoRR, 2025)

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective. - Wangyang Ying; Cong Wei; Nanxu Gong; Xinyuan Wang 011; Haoyue Bai 002; Arun Vignesh Malarkkan; Sixun Dong; Dongjie Wang; Denghui Zhang; Yanjie Fu (CoRR, 2025)

Generative AI in Transportation Planning: A Survey. - Longchao Da; Tiejin Chen; Zhuoheng Li; Shreyas Bachiraju; Huaiyuan Yao; Li Li 006; Yushun Dong; Xiyang Hu; Zhengzhong Tu; Dongjie Wang; Yue Zhao 016; Xuanyu Zhou; et al. (CoRR, 2025)

Measuring Computational Universality of Fully Homomorphic Encryption. - Jiaqi Xue; Xin Xin; Wei Zhang 056; Mengxin Zheng; Qianqian Song; Minxuan Zhou; Yushun Dong; Dongjie Wang; Xun Chen; Jiafeng Xie; Liqiang Wang; David Mohaisen; et al. (CoRR, 2025)

Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization. - Xiaohan Huang 003; Dongjie Wang; Zhiyuan Ning; Ziyue Qiao; Qingqing Long; Haowei Zhu; Yi Du; Min Wu 008; Yuanchun Zhou; Meng Xiao 001 (CoRR, 2025)

Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. - Nanxu Gong; Wangyang Ying; Dongjie Wang; Yanjie Fu (ACM Trans. Intell. Syst. Technol., 2025)

Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search. - Rui Liu; Rui Xie 002; Zijun Yao 001; Yanjie Fu; Dongjie Wang (CoRR, 2025)

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning. - Ehtesamul Azim; Dongjie Wang; Tae Hyun Hwang; Yanjie Fu; Wei Zhang 076 (CoRR, 2025)

Multiobjective Optimization Design of a Two-Stage High-Speed on/off Valve Based on the Electric Eel Foraging Optimization Algorithm. - Aixiang Ma; Wei Yuan 009; Ning Wang 062; Dongjie Wang; Sihai Zhao (IEEE Trans. Ind. Electron., 2025)

Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. - Xinyuan Wang 011; Dongjie Wang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Sixun Dong; Kunpeng Liu 001; Yanjie Fu (CoRR, 2025)

Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity. - Arun Vignesh Malarkkan; Haoyue Bai 002; Xinyuan Wang 011; Anjali Kaushik; Dongjie Wang; Yanjie Fu (CoRR, 2025)

Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures. - Arun Vignesh Malarkkan; Dongjie Wang; Haoyue Bai 002; Yanjie Fu (CoRR, 2025)

Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. - Arun Vignesh Malarkkan; Haoyue Bai 002; Dongjie Wang; Yanjie Fu (CoRR, 2025)