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ORCIDDongjie Wang 0001
Person information
- affiliation: Northeast Normal University, College of Information Science and Technology, Changchun, China
- affiliation: University of Kansas, Department of Electrical Engineering and Computer Science, Lawrence, KS, USA
Other persons with the same name
- Dongjie Wang — disambiguation page
- Dongjie Wang 0002
![[0000-0003-0805-9210]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0003-0805-9210")
— China University of Mining & Technology, School of Mechanical and Electrical Engineering, Beijing, China
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2020 – today
- 2026
[j24]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:
SoK: Can Fully Homomorphic Encryption Support General AI Computation? A Functional and Cost Analysis. Proc. Priv. Enhancing Technol. 2026(2): 680-696 (2026)- [j23]Li Yang, Yanyong Huang, Dongjie Wang, Xiuwen Yi, Fengmao Lv, Tianrui Li:
Adaptive collaborative correlation learning-based semi-supervised multi-label feature selection. Pattern Recognit. 180: 114176 (2026) - [j22]Kunpeng Liu, Nori Nakata, Jinghan Zhang, Guodong Chen, Rui Liu, Tao Zhe, Dongjie Wang, Xinyuan Wang, Hongyu Cao, Yanjie Fu:
Beyond Simulate-Then-Optimize: Geothermal AI for Geothermal Dynamics Prediction, Design, and Discovery. SIGKDD Explor. 28(1): 102-114 (2026) - [j21]Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu:
Knockoff-Guided Feature Selection via a Single Pre-Trained Reinforced Agent. IEEE Trans. Big Data 12(2): 625-642 (2026) - [j20]Arun Vignesh Malarkkan, Dongjie Wang, Haoyue Bai, Yanjie Fu:
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures. IEEE Trans. Big Data 12(3): 881-892 (2026) - [j19]Lin Xu, Ke Li, Dongjie Wang, Fanyin Zhou, Fengmao Lv, Tianrui Li, Yanyong Huang:
Adaptive Topological Similarity Learning for Incomplete Multi-View Unsupervised Feature Selection. IEEE Trans. Circuits Syst. Video Technol. 36(5): 7293-7306 (2026) - [j18]Zongxin Shen, Yanyong Huang, Dongjie Wang, Minbo Ma, Fengmao Lv, Tianrui Li:
Causally-Aware Unsupervised Feature Selection Learning. IEEE Trans. Image Process. 35: 1011-1024 (2026) - [j17]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:
Toward Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. ACM Trans. Knowl. Discov. Data 20(5): 71:1-71:40 (2026) - [j16]Yanyong Huang, Yuxin Cai, Dongjie Wang, Xiuwen Yi, Tianrui Li:
CONDEN-FI: Consistency and Diversity Learning-Based Multi-View Unsupervised Feature and Instance Co-Selection. IEEE Trans. Knowl. Data Eng. 38(9): 5707-5720 (2026) - [j15]Qi Lang, Minjuan Wang, Shuli Hu, Dongjie Wang, Miao Li, Jianan Wang, Minghao Yin:
TeenChat: A Human-Calibrated Mental Health LLM With Intention-Aware Dialogue and Contrastive Counseling Regularization. IEEE Trans. Learn. Technol. 19: 155-165 (2026) - [c47]Ye Zhang, Jinlong He, Dongjie Wang, Yupeng Zhou, Minghao Yin:
Dimension-Aware Active Annotation for Aesthetic Perception via Multi-Agent Human-AI Collaboration. AAAI 2026: 16388-16396 - [c46]Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu:
Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. AAAI 2026: 33692-33700 - [c45]Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Chen Chen, Dongjie Wang, Zijun Yao:
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation. ACL (1) 2026: 16544-16560 - [c44]Arya Hadizadeh Moghaddam, Drew Ross, Mohsen Nayebi Kerdabadi, Dongjie Wang, Zijun Yao:
RePrompT: Recurrent Prompt Tuning for Integrating Structured EHR Encoders with Large Language Models. ACL (Findings) 2026: 26766-26778 - [c43]Meiqi Wang, Xiaoxin Sun, Dongjie Wang, Ruixin Yu, Xiantao Heng, Shuo Wang, Zhen Huang, Peng Zhao, Suhua Wang, Minghao Yin:
ManCC: A Task-Anchored Benchmark for Manchu-Classical Chinese Cross-Lingual Modeling. ACL (Findings) 2026: 27271-27292 - [c42]Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya, Xinyue Ye, Dongjie Wang, Yanjie Fu, Kunpeng Liu:
Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer. EACL (Findings) 2026: 3691-3707 - [c41]Tao Zhe, Huazhen Fang, Kunpeng Liu, Qian Lou, Tamzidul Hoque, Dongjie Wang:
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation. KDD (1) 2026: 2010-2019 - [i72]Yalan Tan, Yanyong Huang, Zongxin Shen, Dongjie Wang, Fengmao Lv, Tianrui Li:
Kernel Alignment-based Multi-view Unsupervised Feature Selection with Sample-level Adaptive Graph Learning. CoRR abs/2601.07288 (2026) - [i71]Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Dongjie Wang, Mei Liu, Zijun Yao:
User-Adaptive Meta-Learning for Cold-Start Medication Recommendation with Uncertainty Filtering. CoRR abs/2601.22820 (2026) - [i70]Tao Zhe, Haoyu Wang, Bo Luo, Min Wu, Wei Fan, Xiao Luo, Zijun Yao, Haifeng Chen, Dongjie Wang:
Robust and Efficient Tool Orchestration via Layered Execution Structures with Reflective Correction. CoRR abs/2602.18968 (2026) - [i69]Rui Liu, Steven Jige Quan, Zhong-Ren Peng, Zijun Yao, Han Wang, Zhengzhang Chen, Kunpeng Liu, Yanjie Fu, Dongjie Wang:
City Editing: Hierarchical Agentic Execution for Dependency-Aware Urban Geospatial Modification. CoRR abs/2602.19326 (2026) - [i68]Rui Liu, Tao Zhe, Dongjie Wang, Zijun Yao, Kunpeng Liu, Yanjie Fu, Huan Liu, Jian Pei:
AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem. CoRR abs/2603.08938 (2026) - [i67]Hongyu Cao, Jinghan Zhang, Kunpeng Liu, Dongjie Wang, Feng Xia, Haifeng Chen, Xiaohua Hu, Yanjie Fu:
Sim2Act: Robust Simulation-to-Decision Learning via Adversarial Calibration and Group-Relative Perturbation. CoRR abs/2603.09053 (2026) - [i66]Hongyu Cao, Kunpeng Liu, Dongjie Wang, Yanjie Fu:
Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach. CoRR abs/2603.20899 (2026) - [i65]Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Chen Chen, Dongjie Wang, Zijun Yao:
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation. CoRR abs/2604.13331 (2026) - [i64]Arya Hadizadeh Moghaddam, Drew Ross, Mohsen Nayebi Kerdabadi, Dongjie Wang, Zijun Yao:
RePrompT: Recurrent Prompt Tuning for Integrating Structured EHR Encoders with Large Language Models. CoRR abs/2604.17725 (2026) - 2025
- [j14]Rui Liu, Tao Zhe, Zhong-Ren Peng, Necati Catbas, Xinyue Ye, Dongjie Wang, Yanjie Fu:
Urban Planning in the Age of Agentic AI: Emerging Paradigms and Prospects. SIGKDD Explor. 27(2): 35-42 (2025) - [j13]Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu:
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. ACM Trans. Intell. Syst. Technol. 16(2): 37:1-37:21 (2025) - [c40]Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo:
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. AAAI 2025: 13206-13214 - [c39]Ye Zhang, Yanqi Gao, Dongjie Wang, Yupeng Zhou, Jinlong He, Zhaoyang Sun, Minghao Yin:
Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning. AAAI 2025: 13313-13321 - [c38]Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu:
RATT: A Thought Structure for Coherent and Correct LLM Reasoning. AAAI 2025: 26733-26741 - [c37]Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu:
Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. IEEE Big Data 2025: 2004-2012 - [c36]Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Dongjie Wang, Zijun Yao:
Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation. CIKM 2025: 2201-2211 - [c35]Yanping Wu, Yanyong Huang, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang:
Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization. CIKM 2025: 3448-3457 - [c34]Manu Redd, Tao Zhe, Dongjie Wang:
From Queries to Insights: Agentic LLM Pipelines for Spatio-Temporal Text-to-SQL. GeoGenAgent 2025: 6-14 - [c33]Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu:
LEKA: LLM-Enhanced Knowledge Augmentation. IJCAI 2025: 7020-7028 - [c32]Rui Liu, Rui Xie, Zijun Yao, Yanjie Fu, Dongjie Wang:
Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search. KDD (2) 2025: 1857-1866 - [c31]Ehtesamul Azim, Dongjie Wang, Tae Hyun Hwang, Yanjie Fu, Wei Zhang:
Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning. KDD (2) 2025: 4250-4260 - [c30]Yanjie Fu, Kunpeng Liu, Dongjie Wang, Xiangliang Zhang, Khalid K. Osman, Charu Aggarwal, Suzanne M. Shontz, Huan Liu, Jian Pei:
AI4DE: The 1st International Workshop on AI for Data Editing. KDD (2) 2025: 6274-6275 - [c29]Fanglan Chen, Dongjie Wang, Jianfeng He, Shuo Lei, Chang-Tien Lu:
Optimizing Transit Network Expansion with Gated Attentive Graph Reinforcement Learning. SDM 2025: 347-355 - [e1]Yanjie Fu, Kunpeng Liu, Pengyang Wang, Xiao Luo, Dongjie Wang:
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Generative and Agentic AI for Multi-Modality Space-Time Intelligence, GeoGenAgent 2025, Minneapolis, MN, USA, November 3-6, 2025. ACM 2025, ISBN 979-8-4007-2261-5 [contents] - [i63]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:
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. CoRR abs/2501.10555 (2025) - [i62]Yanping Wu, Yanyong Huang, Zhengzhang Chen, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang:
Iterative Feature Space Optimization through Incremental Adaptive Evaluation. CoRR abs/2501.14889 (2025) - [i61]Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu:
LEKA:LLM-Enhanced Knowledge Augmentation. CoRR abs/2501.17802 (2025) - [i60]Wangyang Ying, Cong Wei, Nanxu Gong, Xinyuan Wang, Haoyue Bai, Arun Vignesh Malarkkan, Sixun Dong, Dongjie Wang, Denghui Zhang, Yanjie Fu:
A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective. CoRR abs/2502.08828 (2025) - [i59]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:
Generative AI in Transportation Planning: A Survey. CoRR abs/2503.07158 (2025) - [i58]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:
Measuring Computational Universality of Fully Homomorphic Encryption. CoRR abs/2504.11604 (2025) - [i57]Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, Qingqing Long, Haowei Zhu, Yi Du, Min Wu, Yuanchun Zhou, Meng Xiao:
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization. CoRR abs/2504.17355 (2025) - [i56]Rui Liu, Rui Xie, Zijun Yao, Yanjie Fu, Dongjie Wang:
Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search. CoRR abs/2505.11601 (2025) - [i55]Ehtesamul Azim, Dongjie Wang, Tae Hyun Hwang, Yanjie Fu, Wei Zhang:
Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning. CoRR abs/2505.24155 (2025) - [i54]Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu:
Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. CoRR abs/2506.08552 (2025) - [i53]Arun Vignesh Malarkkan, Haoyue Bai, Xinyuan Wang, Anjali Kaushik, Dongjie Wang, Yanjie Fu:
Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity. CoRR abs/2507.08177 (2025) - [i52]Arun Vignesh Malarkkan, Dongjie Wang, Haoyue Bai, Yanjie Fu:
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures. CoRR abs/2507.14387 (2025) - [i51]Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu:
Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. CoRR abs/2508.09504 (2025) - [i50]Wangyang Ying, Nanxu Gong, Dongjie Wang, Xinyuan Wang, Arun Vignesh Malarkkan, Vivek Gupta, Chandan K. Reddy, Yanjie Fu:
Distribution Shift Aware Neural Tabular Learning. CoRR abs/2508.19486 (2025) - [i49]Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Dongjie Wang, Zijun Yao:
Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation. CoRR abs/2508.21320 (2025) - [i48]Minghui Lu, Yanyong Huang, Minbo Ma, Dongjie Wang, Xiuwen Yi, Tianrui Li:
TRUST-FS: Tensorized Reliable Unsupervised Multi-View Feature Selection for Incomplete Data. CoRR abs/2509.13192 (2025) - [i47]Yanjie Fu, Dongjie Wang, Wangyang Ying, Xiangliang Zhang, Huan Liu, Jian Pei:
Autonomous Data Agents: A New Opportunity for Smart Data. CoRR abs/2509.18710 (2025) - [i46]Rui Liu, Tao Zhe, Yanjie Fu, Feng Xia, Ted E. Senator, Dongjie Wang:
Permutation-Invariant Representation Learning for Robust and Privacy-Preserving Feature Selection. CoRR abs/2510.05535 (2025) - [i45]Tao Zhe, Rui Liu, Fateme Memar, Xiao Luo, Wei Fan, Xinyue Ye, Zhongren Peng, Dongjie Wang:
Constraint-Aware Route Recommendation from Natural Language via Hierarchical LLM Agents. CoRR abs/2510.06078 (2025) - [i44]Zongxin Shen, Yanyong Huang, Dongjie Wang, Jinyuan Chang, Fengmao Lv, Tianrui Li, Xiaoyi Jiang:
Cross-view Joint Learning for Mixed-Missing Multi-view Unsupervised Feature Selection. CoRR abs/2511.12261 (2025) - [i43]Tao Zhe, Huazhen Fang, Kunpeng Liu, Qian Lou, Tamzidul Hoque, Dongjie Wang:
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation. CoRR abs/2511.21934 (2025) - [i42]Lin Xu, Ke Li, Dongjie Wang, Fengmao Lv, Tianrui Li, Yanyong Huang:
Structure-aware Hybrid-order Similarity Learning for Multi-view Unsupervised Feature Selection. CoRR abs/2511.22656 (2025) - [i41]Yuxin Cai, Yanyong Huang, Jinyuan Chang, Dongjie Wang, Tianrui Li, Xiaoyi Jiang:
Joint Learning of Unsupervised Multi-view Feature and Instance Co-selection with Cross-view Imputation. CoRR abs/2512.15574 (2025) - 2024
- [j12]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): 76:1-76:22 (2024) - [j11]Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu:
Feature Selection as Deep Sequential Generative Learning. ACM Trans. Knowl. Discov. Data 18(9): 221:1-221:21 (2024) - [c28]Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao:
GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. CIKM 2024: 1400-1409 - [c27]Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu:
Reinforcement Feature Transformation for Polymer Property Performance Prediction. CIKM 2024: 4538-4545 - [c26]Arun Vignesh Malarkkan, Dongjie Wang, Yanjie Fu:
Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures. CIKM 2024: 4760-4767 - [c25]Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu:
Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CIKM 2024: 5046-5053 - [c24]Yanjie Fu, Dongjie Wang, Hui Xiong, Kunpeng Liu:
Tabular Data-centric AI: Challenges, Techniques and Future Perspectives. CIKM 2024: 5522-5525 - [c23]Yanjie Fu, Kunpeng Liu, Dongjie Wang:
DCAI: The 4th International Workshop on Data-Centric AI. CIKM 2024: 5584-5587 - [c22]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: 3966-3976 - [c21]Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu:
Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. SDM 2024: 370-378 - [c20]Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu:
Feature Interaction Aware Automated Data Representation Transformation. SDM 2024: 878-886 - [i40]Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu:
Feature Selection as Deep Sequential Generative Learning. CoRR abs/2403.03838 (2024) - [i39]Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu:
Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. CoRR abs/2403.04015 (2024) - [i38]Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu:
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. CoRR abs/2404.17157 (2024) - [i37]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 abs/2405.11868 (2024) - [i36]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 abs/2405.16879 (2024) - [i35]Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu:
RATT: A Thought Structure for Coherent and Correct LLM Reasoning. CoRR abs/2406.02746 (2024) - [i34]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 abs/2406.05375 (2024) - [i33]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 abs/2406.07404 (2024) - [i32]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 abs/2406.07418 (2024) - [i31]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 abs/2406.12193 (2024) - [i30]Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao:
GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. CoRR abs/2407.12338 (2024) - [i29]Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu:
Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CoRR abs/2409.15612 (2024) - [i28]Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu:
Reinforcement Feature Transformation for Polymer Property Performance Prediction. CoRR abs/2409.15616 (2024) - [i27]Yanyong Huang, Yuxin Cai, Dongjie Wang, Xiuwen Yi, Tianrui Li:
CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection. CoRR abs/2412.06568 (2024) - 2023
- [j10]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): 1337-1364 (2023) - [j9]Kunpeng Liu, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu:
Interactive reinforced feature selection with traverse strategy. Knowl. Inf. Syst. 65(5): 1935-1962 (2023) - [j8]Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu:
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. IEEE Trans. Big Data 9(3): 832-844 (2023) - [j7]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): 43:1-43:20 (2023) - [j6]Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li:
C2IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection. IEEE Trans. Knowl. Data Eng. 35(10): 10681-10694 (2023) - [j5]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): 12944-12957 (2023) - [j4]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): 2:1-2:24 (2023) - [c19]Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu:
Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. AAAI 2023: 4660-4667 - [c18]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: 7522-7529 - [c17]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: 688-697 - [c16]Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu:
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. ICDM 2023: 748-757 - [c15]Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen:
Incremental Causal Graph Learning for Online Root Cause Analysis. KDD 2023: 2269-2278 - [c14]Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen:
Interdependent Causal Networks for Root Cause Localization. KDD 2023: 5051-5060 - [c13]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 - [c12]Ehtesamul Azim, Dongjie Wang, Yanjie Fu:
Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. PAKDD (4) 2023: 83-95 - [c11]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: 343-351 - [c10]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: 775-783 - [i26]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 abs/2302.01987 (2023) - [i25]Ehtesamul Azim, Dongjie Wang, Yanjie Fu:
Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. CoRR abs/2302.12918 (2023) - [i24]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 abs/2302.14829 (2023) - [i23]Dongjie Wang, Chang-Tien Lu, Yanjie Fu:
Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning. CoRR abs/2304.03892 (2023) - [i22]Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen:
Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis. CoRR abs/2305.10638 (2023) - [i21]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 abs/2306.16893 (2023) - [i20]Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu:
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. CoRR abs/2309.04612 (2023) - [i19]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 abs/2309.13618 (2023) - [i18]Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu:
Feature Cognition Enhancement via Interaction-Aware Automated Transformation. CoRR abs/2309.17011 (2023) - [i17]Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu:
Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. CoRR abs/2310.02453 (2023) - 2022
- [c9]Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin:
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. KDD 2022: 1826-1834 - [c8]Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie:
Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning. WWW 2022: 2098-2108 - [i16]Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu:
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. CoRR abs/2201.10983 (2022) - [i15]Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes:
Reinforced Imitative Graph Learning for Mobile User Profiling. CoRR abs/2203.06550 (2022) - [i14]Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin:
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. CoRR abs/2205.14526 (2022) - [i13]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 abs/2208.09736 (2022) - [i12]Meng Xiao, Dongjie Wang, Yanjie Fu, Kunpeng Liu, Min Wu, Hui Xiong, Yuanchun Zhou:
Self-Optimizing Feature Transformation. CoRR abs/2209.08044 (2022) - [i11]Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu:
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning. CoRR abs/2212.00904 (2022) - [i10]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 abs/2212.12932 (2022) - [i9]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 abs/2212.13402 (2022) - 2021
- [j3]Pengyang Wang, Kunpeng Liu, Dongjie Wang, Yanjie Fu:
Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data. Frontiers Big Data 4: 690970 (2021) - [j2]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: 762899 (2021) - [c7]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: 4410-4417 - [c6]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: 450-453 - [c5]Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu:
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. ICDM 2021: 399-408 - [c4]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: 679-688 - [i8]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 abs/2101.02634 (2021) - [i7]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 abs/2109.11053 (2021) - [i6]Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu:
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. CoRR abs/2109.14180 (2021) - [i5]Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu:
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. CoRR abs/2110.07717 (2021) - [i4]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 abs/2112.14699 (2021) - 2020
- [j1]Wei Zhou, Yan Yang, Yiling Zhang, Dongjie Wang, Xiaobo Zhang:
Deep Flexible Structured Spatial-Temporal Model for Taxi Capacity Prediction. Knowl. Based Syst. 205: 106286 (2020) - [c3]Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu:
Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. SIGSPATIAL/GIS 2020: 497-506 - [c2]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: 32-41 - [i3]Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu:
Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. CoRR abs/2008.09912 (2020) - [i2]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 abs/2008.12618 (2020) - [i1]Dongjie Wang, Yan Yang, Shangming Ning:
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. CoRR abs/2009.00096 (2020)
2010 – 2019
- 2018
- [c1]Dongjie Wang, Yan Yang, Shangming Ning:
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. IJCNN 2018: 1-8
Coauthor Index
[j22] [j21] [j20] [j17] [c46] [c42] [i69] [i68] [i67] [i66] [j14] [j13] [c37] [c35] [c33] [c32] [c31] [c30] [e1] [i63] [i62] [i61] [i60] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i47] [i46] [j12] [j11] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [i40] [i39] [i38] [i36] [i29] [i28] [j10] [j9] [j8] [j7] [j5] [j4] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [c9] [c8] [i16] [i15] [i14] [i12] [i11] [i10] [i9] [j3] [j2] [c7] [c6] [c5] [c4] [i8] [i7] [i6] [i5] [i4] [c3] [c2] [i3] [i2]
[j22] [j17] [c46] [c42] [c41] [i69] [i68] [i67] [i66] [c38] [c35] [c33] [c30] [e1] [i63] [i62] [i61] [i54] [i43] [j12] [c24] [c23] [c20] [i35] [i32] [j10] [j9] [j8] [j7] [j5] [j4] [c16] [c11] [c10] [i21] [i20] [i18] [c9] [c8] [i16] [i15] [i14] [i12] [i9] [j3] [j2] [c7] [c6] [c5] [c4] [i8] [i7] [i6] [i5] [i4]
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last updated on 2026-08-18 23:20 CEST by the dblp team
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