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Yanjie Fu

  1. A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
    2023/10/18 by Le Ma, Ran Zhang, Ma, Le +37 · 4 voices · 15 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Graph Theory and Algorithms #cs.AI #cs.DB
  2. PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation
    2023/02/20 by Mingzhe Liu, Liu, Mingzhe, Han Huang +9 · 18 citations
    Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
  3. Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting
    2023/02/22 by Wei Fan, Pengyang Wang, Fan, Wei +9 · 15 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  4. A Neural Influence Diffusion Model for Social Recommendation
    2019/04/20 by Le Wu, Wu, Le, Peijie Sun +9 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  5. MixLLM: Dynamic Routing in Mixed Large Language Models
    2025/02/09 by Xinyuan Wang, Yanchi Liu, Wang, Xinyuan +13 · 20 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #N/A #Natural Language Processing Techniques #Topic Modeling
  6. A Comprehensive Survey on Data Augmentation
    2024/05/15 by Z. Wang, Pengfei Wang, Wang, Zaitian +15 · 12 citations
    Computer Science · Decision Sciences · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Big Data Technologies and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation
    2022/12/04 by Han Huang, Leilei Sun, Huang, Han +7 · 6 citations
    Biochemistry, Genetics and Molecular Biology · #Epigenetics and DNA Methylation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  8. Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
    2024/05/27 by Wangyang Ying, Ying, Wangyang, Dongjie Wang +8 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Text and Document Classification Technologies
  9. Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents
    2022/12/27 by Meng Xiao, Dongjie Wang, Xiao, Meng +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  10. Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing
    2023/09/08 by Wangyang Ying, Ying, Wangyang, Dongjie Wang +7 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Video Surveillance and Tracking Methods
  11. Coupled Layer-wise Graph Convolution for Transportation Demand Prediction
    2020/12/15 by Junchen Ye, Leilei Sun, Ye, Junchen +7 · 5 citations
    Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
  12. Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization
    2023/02/03 by Dongjie Wang, Wang, Dongjie, Zhengzhang Chen +11 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Machine Learning in Bioinformatics
  13. Feature Selection as Deep Sequential Generative Learning
    2024/03/06 by Wangyang Ying, Dongjie Wang, Ying, Wangyang +5 · 9 citations
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
  14. DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting
    2022/03/15 by Wei Fan, Shun Zheng, Fan, Wei +11 · 3 citations
    Computer Science · Engineering · #Time Series Analysis and Forecasting #Advanced Chemical Sensor Technologies
  15. Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop
    2020/10/02 by Wei Fan, Kunpeng Liu, Fan, Wei +9 · 3 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  16. Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective
    2021/01/07 by Dongjie Wang, Wang, Dongjie, Pengyang Wang +9 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques
  17. Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting
    2022/06/28 by Junchen Ye, Ye, Junchen, Zihan Liu +11 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Stock Market Forecasting Methods
  18. LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations
    2024/02/14 by Xinyuan Wang, Wang, Xinyuan, Liang Wu +7 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  19. SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation
    2018/11/07 by Le Wu, Peijie Sun, Wu, Le +9 · 2 citations
    Computer Science · Psychology · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mental Health via Writing #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  20. Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent
    2024/03/06 by Xinyuan Wang, Wang, Xinyuan, Dongjie Wang +9 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  21. Reinforcement Feature Transformation for Polymer Property Performance Prediction
    2024/09/23 by Xuanming Hu, Dongjie Wang, Hu, Xuanming +5 · 5 citations
    Engineering · #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  22. Topology-aware Reinforcement Feature Space Reconstruction for Graph Data
    2024/11/08 by Wangyang Ying, Ying, Wangyang, Haoyue Bai +5 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Rough Sets and Fuzzy Logic
  23. Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration
    2024/09/23 by Wangyang Ying, Ying, Wangyang, Dongjie Wang +9 · 4 citations
    Computer Science · Decision Sciences · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Space Exploration and Technology
  24. Feature and Instance Joint Selection: A Reinforcement Learning Perspective
    2022/05/12 by Wei Fan, Kunpeng Liu, Fan, Wei +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
  25. Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
    2025/04/30 by Nanxu Gong, Gong, Nanxu, Xinyuan Wang +11 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
  26. CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
    2026/05/15 by Haolin Chen, Deon Metelski, Leon Qi +30 · 1 voice
    Computer Science · #cs.CL #cs.AI
  27. Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams
    2022/01/19 by Dongjie Wang, Kunpeng Liu, Wang, Dongjie +5 · 1 citation
    Computer Science · Engineering · #Recommender Systems and Techniques #Transportation and Mobility Innovations
  28. A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective
    2025/02/12 by Wangyang Ying, Ying, Wangyang, Cong Wei +17 · 7 citations
    Computer Science · #Data Stream Mining Techniques
  29. Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories
    2025/05/21 by Nanxu Gong, Sixun Dong, Gong, Nanxu +9 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  30. DEWP: Deep Expansion Learning for Wind Power Forecasting
    2024/01/01 by Wei Fan, Fan, Wei, Yanjie Fu +9 · 1 citation
    Engineering · #Computational Engineering #Energy Load and Power Forecasting #FOS: Computer and information sciences #Finance #and Science (cs.CE)
  31. Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning
    2021/10/12 by Dongjie Wang, Wang, Dongjie, Kunpeng Liu +9 · 1 citation
    Computer Science · Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Land Use and Ecosystem Services #Video Surveillance and Tracking Methods
  32. Towards Urban Planing AI Agent in the Age of Agentic AI
    2025/07/19 by Rui Liu, Tao Zhe, Liu, Rui +11 · 4 citations
    Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Smart Cities and Technologies #Urban Design and Spatial Analysis
  33. Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation
    2025/01/17 by Dongjie Wang, Wang, Dongjie, Yanyong Huang +25 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
    2020/08/26 by Dongjie Wang, Wang, Dongjie, Pengyang Wang +9 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Signal Processing (eess.SP) #Smart Grid Security and Resilience #electronic engineering #information engineering
  35. Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
    2023/10/03 by Xuanming Hu, Wei Fan, Hu, Xuanming +9 · 1 citation
    Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Urban Design and Spatial Analysis
  36. Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search
    2025/05/16 by Rui Liu, Liu, Rui, Rui Xie +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
  37. Efficient Post-Training Refinement of Latent Reasoning in Large Language Models
    2025/06/10 by Xinyuan Wang, Wang, Xinyuan, Dongjie Wang +13 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  38. Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
    2024/06/24 by Yicheng Zhou, Zhou, Yicheng, Pengfei Wang +11 · 1 citation
    Computer Science · Engineering · #Neural Networks and Applications #Traffic Prediction and Management Techniques
  39. LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation
    2025/06/10 by Xinyuan Wang, Haoyue Bai, Wang, Xinyuan +11 · 4 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning and Data Classification #Topic Modeling