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Jia Wu

  1. A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
    2023/02/18 by Ce Zhou, Zhou, Ce, Qian Li +35 · 29 citations
    Computer Science · Business, Management and Accounting · Social Sciences · #Topic Modeling #FinTech, Crowdfunding, Digital Finance #Artificial Intelligence in Law
  2. A Comprehensive Survey on Automatic Knowledge Graph Construction
    2023/02/10 by Lingfeng Zhong, Zhong, Lingfeng, Jia Wu +7 · 2 voices · 14 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling #cs.IR
  3. A Comprehensive Survey on Automatic Knowledge Graph Construction
    2023/09/05 by Lingfeng Zhong, Jia Wu, Qian Li +2 · 14 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  4. A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
    2022/06/15 by Sheng Zhou, Hongjia Xu, Zhou, Sheng +17 · 7 citations
    Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis
  5. Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities
    2022/04/15 by Chuang Liu, Yibing Zhan, Liu, Chuang +13 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Cloud Computing and Resource Management #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  6. Graph Structure Learning with Variational Information Bottleneck
    2021/12/16 by Qingyun Sun, Sun, Qingyun, Jianxin Li +11 · 5 citations
    Computer Science · #Advanced Graph Neural Networks
  7. SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism
    2021/01/20 by Qingyun Sun, Jianxin Li, Sun, Qingyun +11 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Topic Modeling
  8. Task-adaptive Neural Process for User Cold-Start Recommendation
    2021/02/26 by Xixun Lin, Jia Wu, Lin, Xixun +9 · 4 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques
  9. Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification
    2020/05/25 by Chaochao Chen, Jun Zhou, Chen, Chaochao +16 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  10. Graph Geometry Interaction Learning
    2020/10/23 by Shichao Zhu, Shirui Pan, Zhu, Shichao +9 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  11. A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
    2021/01/03 by Di Jin, Jin, Di, Zhizhi Yu +13 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  12. A Deep Framework for Cross-Domain and Cross-System Recommendations
    2020/09/14 by Feng Zhu, Zhu, Feng, Yan Wang +9 · 2 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Recommender Systems and Techniques
  13. Opinion Maximization in Social Trust Networks
    2020/06/19 by Pinghua Xu, Wenbin Hu, Xu, Pinghua +5 · 1 citation
    Physics and Astronomy · Social Sciences · #Opinion Dynamics and Social Influence #Complex Network Analysis Techniques #Social Media and Politics
  14. Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications
    2020/11/20 by Chaochao Chen, Chen, Chaochao, Jamie Cui +7 · 1 citation
    Computer Science · Decision Sciences · #Cryptography and Security (cs.CR) #Data Quality and Management #Databases (cs.DB) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  15. Deep reinforcement learning guided graph neural networks for brain network analysis
    2022/03/18 by Xusheng Zhao, Jia Wu, Zhao, Xusheng +21 · 1 citation
    Neuroscience · Computer Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Advanced Graph Neural Networks
  16. Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation
    2022/10/02 by Yuecen Wei, Xingcheng Fu, Wei, Yuecen +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  17. From Known to Unknown: Quality-aware Self-improving Graph Neural Network for Open Set Social Event Detection
    2022/08/15 by Jiaqian Ren, Ren, Jiaqian, Lei Jiang +11 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
  18. Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders
    2024/04/24 by Chuang Liu, Liu, Chuang, Yuyao Wang +11 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Visual Attention and Saliency Detection
  19. State of the Art and Potentialities of Graph-level Learning
    2023/01/14 by Zhenyu Yang, Yang, Zhenyu, Ge Zhang +20 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Computational Drug Discovery Methods
  20. DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts
    2024/11/05 by Zelin Yao, Yao, Zelin, Liu, Chuang +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG)