Dongjie Wang - RankMe

148 papers A* 20A 13B 2C 1Journal 98Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem. CoRR Rui Liu, Tao Zhe, Dongjie Wang, Zijun Yao, Kunpeng Liu, Yanjie Fu, Huan Liu, Jian Pei
2026	—	`conf`	Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer. EACL (Findings) Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya, Xinyue Ye, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2026	J	`jnl`	Causally-Aware Unsupervised Feature Selection Learning. IEEE Trans. Image Process. Zongxin Shen, Yanyong Huang, Dongjie Wang, Minbo Ma, Fengmao Lv, Tianrui Li
2026	J	`jnl`	City Editing: Hierarchical Agentic Execution for Dependency-Aware Urban Geospatial Modification. CoRR Rui Liu, Steven Jige Quan, Zhong-Ren Peng, Zijun Yao, Han Wang, Zhengzhang Chen, Kunpeng Liu, Yanjie Fu, Dongjie Wang
2026	A*	`conf`	Dimension-Aware Active Annotation for Aesthetic Perception via Multi-Agent Human-AI Collaboration. AAAI Ye Zhang, Jinlong He, Dongjie Wang, Yupeng Zhou, Minghao Yin
2026	A*	`conf`	Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. AAAI Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu
2026	—	`conf`	Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation. KDD (1) Tao Zhe, Huazhen Fang, Kunpeng Liu, Qian Lou, Tamzidul Hoque, Dongjie Wang
2026	J	`jnl`	Kernel Alignment-based Multi-view Unsupervised Feature Selection with Sample-level Adaptive Graph Learning. CoRR Yalan Tan, Yanyong Huang, Zongxin Shen, Dongjie Wang, Fengmao Lv, Tianrui Li
2026	J	`jnl`	Knockoff-Guided Feature Selection via a Single Pre-Trained Reinforced Agent. IEEE Trans. Big Data Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu
2026	J	`jnl`	Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach. CoRR Hongyu Cao, Kunpeng Liu, Dongjie Wang, Yanjie Fu
2026	J	`jnl`	Neural Structure Embedding for Symbolic Regression via Continuous Structure Search and Coefficient Optimization. CoRR Fateme Memar, Tao Zhe, Dongjie Wang
2026	J	`jnl`	Research on Fault-Tolerant Control of High-Speed on/off Valves Based on Unknown Sensor Input Observers. IEEE Trans. Ind. Electron. Aixiang Ma, Dongjie Wang, Yuxin He, Xihao Yan, Sihai Zhao
2026	J	`jnl`	Robust and Efficient Tool Orchestration via Layered Execution Structures with Reflective Correction. CoRR Tao Zhe, Haoyu Wang, Bo Luo, Min Wu, Wei Fan, Xiao Luo, Zijun Yao, Haifeng Chen, Dongjie Wang
2026	J	`jnl`	Sim2Act: Robust Simulation-to-Decision Learning via Adversarial Calibration and Group-Relative Perturbation. CoRR Hongyu Cao, Jinghan Zhang, Kunpeng Liu, Dongjie Wang, Feng Xia, Haifeng Chen, Xiaohua Hu, Yanjie Fu
2026	J	`jnl`	TeenChat: A Human-Calibrated Mental Health LLM With Intention-Aware Dialogue and Contrastive Counseling Regularization. IEEE Trans. Learn. Technol. Qi Lang, Minjuan Wang, Shuli Hu, Dongjie Wang, Miao Li, Jianan Wang, Minghao Yin
2026	J	`jnl`	User-Adaptive Meta-Learning for Cold-Start Medication Recommendation with Uncertainty Filtering. CoRR Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Dongjie Wang, Mei Liu, Zijun Yao
2025	J	`jnl`	A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective. CoRR Wangyang Ying, Cong Wei, Nanxu Gong, Xinyuan Wang, Haoyue Bai, Arun Vignesh Malarkkan, Sixun Dong, Dongjie Wang, Denghui Zhang, Yanjie Fu
2025	—	`conf`	AI4DE: The 1st International Workshop on AI for Data Editing. KDD (2) Yanjie Fu, Kunpeng Liu, Dongjie Wang, Xiangliang Zhang, Khalid K. Osman, Charu Aggarwal, Suzanne M. Shontz, Huan Liu, Jian Pei
2025	A	`conf`	Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization. CIKM Yanping Wu, Yanyong Huang, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang
2025	J	`jnl`	Autonomous Data Agents: A New Opportunity for Smart Data. CoRR Yanjie Fu, Dongjie Wang, Wangyang Ying, Xiangliang Zhang, Huan Liu, Jian Pei
2025	—	`conf`	Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning. KDD (2) Ehtesamul Azim, Dongjie Wang, Tae Hyun Hwang, Yanjie Fu, Wei Zhang
2025	J	`jnl`	Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning. CoRR Ehtesamul Azim, Dongjie Wang, Tae Hyun Hwang, Yanjie Fu, Wei Zhang
2025	B	`conf`	Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. IEEE Big Data Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu
2025	J	`jnl`	Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu
2025	J	`jnl`	Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization. CoRR Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, Qingqing Long, Haowei Zhu, Yi Du, Min Wu, Yuanchun Zhou, Meng Xiao
2025	J	`jnl`	Constraint-Aware Route Recommendation from Natural Language via Hierarchical LLM Agents. CoRR Tao Zhe, Rui Liu, Fateme Memar, Xiao Luo, Wei Fan, Xinyue Ye, Zhongren Peng, Dongjie Wang
2025	—	`conf`	Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search. KDD (2) Rui Liu, Rui Xie, Zijun Yao, Yanjie Fu, Dongjie Wang
2025	J	`jnl`	Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search. CoRR Rui Liu, Rui Xie, Zijun Yao, Yanjie Fu, Dongjie Wang
2025	J	`jnl`	Cross-view Joint Learning for Mixed-Missing Multi-view Unsupervised Feature Selection. CoRR Zongxin Shen, Yanyong Huang, Dongjie Wang, Jinyuan Chang, Fengmao Lv, Tianrui Li, Xiaoyi Jiang
2025	A*	`conf`	DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. AAAI Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo
2025	J	`jnl`	Distribution Shift Aware Neural Tabular Learning. CoRR Wangyang Ying, Nanxu Gong, Dongjie Wang, Xinyuan Wang, Arun Vignesh Malarkkan, Vivek Gupta, Chandan K. Reddy, Yanjie Fu
2025	J	`jnl`	Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. CoRR Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu
2025	J	`jnl`	From Queries to Insights: Agentic LLM Pipelines for Spatio-Temporal Text-to-SQL. CoRR Manu Redd, Tao Zhe, Dongjie Wang
2025	—	`conf`	GPT-FT: An Efficient Automated Feature Transformation Using GPT for Sequence Reconstruction and Performance Enhancement. APWeb-WAIM (1) Yang Gao, Dongjie Wang, Scott Piersall, Ye Zhang, Liqiang Wang
2025	J	`jnl`	GPT-FT: An Efficient Automated Feature Transformation Using GPT for Sequence Reconstruction and Performance Enhancement. CoRR Yang Gao, Dongjie Wang, Scott Piersall, Ye Zhang, Liqiang Wang
2025	J	`jnl`	Generative AI in Transportation Planning: A Survey. CoRR Longchao Da, Tiejin Chen, Zhuoheng Li, Shreyas Bachiraju, Huaiyuan Yao, Li Li, Yushun Dong, Xiyang Hu, Zhengzhong Tu, Dongjie Wang, Yue Zhao, Xuanyu Zhou, Ram Pendyala, Benjamin Stabler, Yezhou Yang, Xuesong Zhou, Hua Wei
2025	J	`jnl`	Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation. CoRR Tao Zhe, Huazhen Fang, Kunpeng Liu, Qian Lou, Tamzidul Hoque, Dongjie Wang
2025	J	`jnl`	Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures. CoRR Arun Vignesh Malarkkan, Dongjie Wang, Haoyue Bai, Yanjie Fu
2025	J	`jnl`	Iterative Feature Space Optimization through Incremental Adaptive Evaluation. CoRR Yanping Wu, Yanyong Huang, Zhengzhang Chen, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang
2025	J	`jnl`	Joint Learning of Unsupervised Multi-view Feature and Instance Co-selection with Cross-view Imputation. CoRR Yuxin Cai, Yanyong Huang, Jinyuan Chang, Dongjie Wang, Tianrui Li, Xiaoyi Jiang
2025	A*	`conf`	LEKA: LLM-Enhanced Knowledge Augmentation. IJCAI Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2025	J	`jnl`	LEKA:LLM-Enhanced Knowledge Augmentation. CoRR Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2025	J	`jnl`	Measuring Computational Universality of Fully Homomorphic Encryption. CoRR Jiaqi Xue, Xin Xin, Wei Zhang, Mengxin Zheng, Qianqian Song, Minxuan Zhou, Yushun Dong, Dongjie Wang, Xun Chen, Jiafeng Xie, Liqiang Wang, David Mohaisen, Hongyi Wu, Qian Lou
2025	A	`conf`	Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation. CIKM Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Dongjie Wang, Zijun Yao
2025	J	`jnl`	Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation. CoRR Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Dongjie Wang, Zijun Yao
2025	A*	`conf`	Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning. AAAI Ye Zhang, Yanqi Gao, Dongjie Wang, Yupeng Zhou, Jinlong He, Zhaoyang Sun, Minghao Yin
2025	J	`jnl`	Multiobjective Optimization Design of a Two-Stage High-Speed on/off Valve Based on the Electric Eel Foraging Optimization Algorithm. IEEE Trans. Ind. Electron. Aixiang Ma, Wei Yuan, Ning Wang, Dongjie Wang, Sihai Zhao
2025	J	`jnl`	Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. ACM Trans. Intell. Syst. Technol. Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu
2025	A	`conf`	Optimizing Transit Network Expansion with Gated Attentive Graph Reinforcement Learning. SDM Fanglan Chen, Dongjie Wang, Jianfeng He, Shuo Lei, Chang-Tien Lu
2025	J	`jnl`	Permutation-Invariant Representation Learning for Robust and Privacy-Preserving Feature Selection. CoRR Rui Liu, Tao Zhe, Yanjie Fu, Feng Xia, Ted E. Senator, Dongjie Wang
2025	A*	`conf`	RATT: A Thought Structure for Coherent and Correct LLM Reasoning. AAAI Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu
2025	J	`jnl`	Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Xinyuan Wang, Anjali Kaushik, Dongjie Wang, Yanjie Fu
2025	J	`jnl`	Structure-aware Hybrid-order Similarity Learning for Multi-view Unsupervised Feature Selection. CoRR Lin Xu, Ke Li, Dongjie Wang, Fengmao Lv, Tianrui Li, Yanyong Huang
2025	J	`jnl`	TRUST-FS: Tensorized Reliable Unsupervised Multi-View Feature Selection for Incomplete Data. CoRR Minghui Lu, Yanyong Huang, Minbo Ma, Dongjie Wang, Xiuwen Yi, Tianrui Li
2025	J	`jnl`	Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. CoRR Dongjie Wang, Yanyong Huang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Sixun Dong, Tao Zhe, Kunpeng Liu, Meng Xiao, Pengfei Wang, Pengyang Wang, Hui Xiong, Yanjie Fu
2025	J	`jnl`	Urban Planning in the Age of Agentic AI: Emerging Paradigms and Prospects. SIGKDD Explor. Rui Liu, Tao Zhe, Zhong-Ren Peng, Necati Catbas, Xinyue Ye, Dongjie Wang, Yanjie Fu
2024	J	`jnl`	Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection. CoRR Yanyong Huang, Li Yang, Dongjie Wang, Ke Li, Xiuwen Yi, Fengmao Lv, Tianrui Li
2024	J	`jnl`	Analysis of Position Measurement Accuracy of Boom-Type Roadheader Based on Binocular Vision. IEEE Trans. Instrum. Meas. Jiameng Cheng, Hai Jiang, Dongjie Wang, Weixiong Zheng, Yang Shen, Miao Wu
2024	J	`jnl`	CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection. CoRR Yanyong Huang, Yuxin Cai, Dongjie Wang, Xiuwen Yi, Tianrui Li
2024	A	`conf`	DCAI: The 4th International Workshop on Data-Centric AI. CIKM Yanjie Fu, Kunpeng Liu, Dongjie Wang
2024	A	`conf`	Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. SDM Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu
2024	J	`jnl`	Enhanced Gene Selection in Single-Cell Genomics: Pre-Filtering Synergy and Reinforced Optimization. CoRR Weiliang Zhang, Zhen Meng, Dongjie Wang, Min Wu, Kunpeng Liu, Yuanchun Zhou, Meng Xiao
2024	J	`jnl`	Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy. CoRR Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, Qingqing Long, Haowei Zhu, Min Wu, Yuanchun Zhou, Meng Xiao
2024	J	`jnl`	Exploring the immune characteristions of CRKP pneumonia at single-cell level. Comput. Biol. Medicine Yajiao Sun, Fuhui Chen, Hui Ma, Dongjie Wang, Dong Wang, Jingwen Zhang, Zhe Jiang, Rongyao Xia, Tian Tian, Wei Zhang
2024	A	`conf`	Feature Interaction Aware Automated Data Representation Transformation. SDM Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
2024	J	`jnl`	Feature Selection as Deep Sequential Generative Learning. CoRR Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu
2024	J	`jnl`	Feature Selection as Deep Sequential Generative Learning. ACM Trans. Knowl. Discov. Data Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu
2024	A	`conf`	GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. CIKM Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao
2024	J	`jnl`	GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. CoRR Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao
2024	—	`conf`	HyWE: A Hybrid Word Embedding Method for Smart Contract Vulnerability Detection. ISSRE (Workshops) Jinfu Chen, Zhehao Li, Dongjie Wang
2024	J	`jnl`	Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. CoRR Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu
2024	J	`jnl`	LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis. CoRR Lecheng Zheng, Zhengzhang Chen, Dongjie Wang, Chengyuan Deng, Reon Matsuoka, Haifeng Chen
2024	A	`conf`	Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures. CIKM Arun Vignesh Malarkkan, Dongjie Wang, Yanjie Fu
2024	J	`jnl`	Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. CoRR Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu
2024	J	`jnl`	RATT: A Thought Structure for Coherent and Correct LLM Reasoning. CoRR Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu
2024	A	`conf`	Reinforcement Feature Transformation for Polymer Property Performance Prediction. CIKM Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu
2024	J	`jnl`	Reinforcement Feature Transformation for Polymer Property Performance Prediction. CoRR Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu
2024	A	`conf`	Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CIKM Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu
2024	J	`jnl`	Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CoRR Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu
2024	—	`conf`	SCVD-SA: A Smart Contract Vulnerability Detection Method Based on Hybrid Deep Learning Model and Self-attention Mechanism. SANER (Companion) Dongjie Wang, Jinfu Chen, Saihua Cai, Qiaowei Feng, Yuhao Chen, Xinyi Hu
2024	A	`conf`	Tabular Data-centric AI: Challenges, Techniques and Future Perspectives. CIKM Yanjie Fu, Dongjie Wang, Hui Xiong, Kunpeng Liu
2024	J	`jnl`	Towards Graph Contrastive Learning: A Survey and Beyond. CoRR 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
2024	J	`jnl`	Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. ACM Trans. Knowl. Discov. Data Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
2024	A*	`conf`	Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. KDD Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
2024	J	`jnl`	Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. CoRR Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
2023	J	`jnl`	Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation. ACM Trans. Spatial Algorithms Syst. Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu
2023	J	`jnl`	Automated urban planning aware spatial hierarchies and human instructions. Knowl. Inf. Syst. Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
2023	A*	`conf`	Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection. ICDM Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	C IEEE Trans. Knowl. Data Eng. Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li
2023	—	`conf`	Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. PAKDD (4) Ehtesamul Azim, Dongjie Wang, Yanjie Fu
2023	J	`jnl`	Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. CoRR Ehtesamul Azim, Dongjie Wang, Yanjie Fu
2023	J	`jnl`	Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis. CoRR Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen
2023	A*	`conf`	Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. AAAI Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. CoRR Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. CoRR Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu
2023	J	`jnl`	Feature Cognition Enhancement via Interaction-Aware Automated Transformation. CoRR Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
2023	J	`jnl`	Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization. CoRR Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen
2023	A	`conf`	Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. SDM Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
2023	A*	`conf`	Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. AAAI Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
2023	A*	`conf`	Incremental Causal Graph Learning for Online Root Cause Analysis. KDD Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen
2023	J	`jnl`	Interactive reinforced feature selection with traverse strategy. Knowl. Inf. Syst. Kunpeng Liu, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
2023	A*	`conf`	Interdependent Causal Networks for Root Cause Localization. KDD Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen
2023	J	`jnl`	Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. IEEE Trans. Big Data Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
2023	J	`jnl`	Reinforced Explainable Knowledge Concept Recommendation in MOOCs. ACM Trans. Intell. Syst. Technol. Lu Jiang, Kunpeng Liu, Yibin Wang, Dongjie Wang, Pengyang Wang, Yanjie Fu, Minghao Yin
2023	J	`jnl`	Reinforced Imitative Graph Learning for Mobile User Profiling. IEEE Trans. Knowl. Data Eng. Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
2023	A*	`conf`	Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions. NeurIPS Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions. CoRR Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Research on the Calculation Model and Control Method of Initial Supporting Force for Temporary Support in the Underground Excavation Roadway of Coal Mine. Axioms Dongjie Wang, Rui Li, Jiameng Cheng, Weixiong Zheng, Yang Shen, Sihai Zhao, Miao Wu
2023	A*	`conf`	Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. ICDM Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
2023	J	`jnl`	Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. CoRR Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
2023	J	`jnl`	Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning. CoRR Dongjie Wang, Chang-Tien Lu, Yanjie Fu
2023	A	`conf`	Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. SDM Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. CoRR Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
2023	—	`conf`	VDABSys: A Novel Security-Testing Framework for Blockchain Systems Based on Vulnerability detection. SecureComm (1) Jinfu Chen, Qiaowei Feng, Saihua Cai, Dengzhou Shi, Dave Towey, Yuhao Chen, Dongjie Wang
2022	J	`jnl`	Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations. CoRR Dongkun Wang, Wei Fan, Pengyang Wang, Pengfei Wang, Dongjie Wang, Denghui Zhang, Yanjie Fu
2022	J	`jnl`	C$^{2}$IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection. CoRR Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li
2022	A*	`conf`	Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. KDD Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin
2022	J	`jnl`	Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. CoRR Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin
2022	J	`jnl`	Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning. CoRR Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
2022	A*	`conf`	Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning. WWW Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie
2022	C	`conf`	Multi-scale Progressive Gated Transformer for Physiological Signal Classification. ACML Wei Zhou, Hao Wang, Yiling Zhang, Cheng Long, Yan Yang, Dongjie Wang
2022	J	`jnl`	Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. CoRR Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
2022	J	`jnl`	Reinforced Imitative Graph Learning for Mobile User Profiling. CoRR Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
2022	J	`jnl`	Self-Optimizing Feature Transformation. CoRR Meng Xiao, Dongjie Wang, Yanjie Fu, Kunpeng Liu, Min Wu, Hui Xiong, Yuanchun Zhou
2022	J	`jnl`	Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. CoRR Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2021	—	`conf`	Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning. SIGSPATIAL/GIS Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
2021	J	`jnl`	Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning. CoRR Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
2021	J	`jnl`	Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation. CoRR Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu
2021	A*	`conf`	Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. ICDM Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021	J	`jnl`	Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. CoRR Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021	A*	`conf`	Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. ICDM Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
2021	J	`jnl`	Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. CoRR Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
2021	J	`jnl`	Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data. Frontiers Big Data Pengyang Wang, Kunpeng Liu, Dongjie Wang, Yanjie Fu
2021	A*	`conf`	Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective. AAAI Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
2021	J	`jnl`	Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective. CoRR Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
2021	J	`jnl`	Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing. Frontiers Big Data Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
2020	J	`jnl`	Deep Flexible Structured Spatial-Temporal Model for Taxi Capacity Prediction. Knowl. Based Syst. Wei Zhou, Yan Yang, Yiling Zhang, Dongjie Wang, Xiaobo Zhang
2020	J	`jnl`	DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. CoRR Dongjie Wang, Yan Yang, Shangming Ning
2020	A*	`conf`	Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. ICDM Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020	J	`jnl`	Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. CoRR Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020	J	`jnl`	Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System. CoRR Md. Hishamur Rahman, Shakil Mohammad Rifaat, Soumik Nafis Sadeek, Masnun Abrar, Dongjie Wang
2020	—	`conf`	Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. SIGSPATIAL/GIS Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu
2020	J	`jnl`	Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. CoRR Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu
2020	—	`conf`	The Exergame Enjoyment Questionnaire (EEQ): An Instrument for Measuring Exergame Enjoyment. HICSS Alexander Fitzgerald, Sam Huang, Kyle Sposato, Dongjie Wang, Mark Claypool, Emmanuel Agu
2019	—	`conf`	Graph Cuts and Shape Constraint Based Automatic Femoral Head Segmentation in CT Images. ISICDM Dongjie Wang, Kun Yu, Chaolu Feng, Dazhe Zhao, Xin Min, Wei Li
2019	J	`jnl`	Prediction for hog prices based on similar sub-series search and support vector regression. Comput. Electron. Agric. Yiran Liu, Qingling Duan, Dongjie Wang, ZhenTao Zhang, Chunhong Liu
2018	B	`conf`	DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. IJCNN Dongjie Wang, Yan Yang, Shangming Ning
2013	J	`jnl`	Comparison Study on the Performances of Finite Volume Method and Finite Difference Method. J. Appl. Math. Renwei Liu, Dongjie Wang, Xinyu Zhang, Wang Li, Bo Yu