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Zenglin Xu

  1. Large-scale Multi-view Subspace Clustering in Linear Time
    2019/11/21 by Zhao Kang, Kang, Zhao, Wang-Tao Zhou +9 · 7 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #Advanced Computing and Algorithms
  2. Ti-MAE: Self-Supervised Masked Time Series Autoencoders
    2023/01/21 by Zhe Li, Zhongwen Rao, Li, Zhe +7 · 9 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  3. A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
    2024/04/29 by Yiyuan Yang, Ming Jin, Yang, Yiyuan +21 · 12 citations
    Computer Science · #Time Series Analysis and Forecasting
  4. Tensor Networks Meet Neural Networks: A Survey and Future Perspectives
    2023/01/22 by Maolin Wang, Pan Yu, Wang, Maolin +9 · 7 citations
    Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
  5. Graph-based Semi-supervised Learning: A Comprehensive Review
    2021/02/26 by Zixing Song, Song, Zixing, Xiangli Yang +5 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
  6. XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
    2024/02/27 by Yuanhang Yang, Yang, Yuanhang, Shiyi Qi +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM #Neural Networks and Applications
  7. Rectifying the Shortcut Learning of Background for Few-Shot Learning
    2021/07/16 by Xu Luo, Luo, Xu, Longhui Wei +11 · 4 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. RegNet: Self-Regulated Network for Image Classification
    2021/01/03 by Jing Xu, Xu, Jing, Pan Yu +9 · 3 citations
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning and ELM #electronic engineering #information engineering
  9. Generative Oversampling for Imbalanced Data via Majority-Guided VAE
    2023/02/14 by Qingzhong Ai, Pengyun Wang, Ai, Qingzhong +9 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
  10. CoreGen: Contextualized Code Representation Learning for Commit Message Generation
    2020/07/14 by Lun Yiu Nie, Cuiyun Gao, Nie, Lun Yiu +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
  11. SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC
    2024/01/01 by Jinglong Luo, Yehong Zhang, Luo, Jinglong +12 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
  12. Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis
    2020/06/10 by Yong Dai, Jian Liu, Dai, Yong +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  13. Contrastive Multi-view Hyperbolic Hierarchical Clustering
    2022/05/05 by Fangfei Lin, Lin, Fangfei, Bing Bai +9 · 2 citations
    Computer Science · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  14. Infinite Tucker Decomposition: Nonparametric Bayesian Models for Multiway Data Analysis
    2011/08/31 by Zenglin Xu, Feng Yan, Xu, Zenglin +4 · 2 citations
    Mathematics · Computer Science · Medicine · #Tensor decomposition and applications #Blind Source Separation Techniques #Advanced Neuroimaging Techniques and Applications
  15. Sparse matrix-variate Gaussian process blockmodels for network modeling
    2012/02/14 by Yan Feng, Zenglin Xu, Yan, Feng +4 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models #Gene expression and cancer classification
  16. Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs
    2024/05/31 by Langzhang Liang, Sunwoo Kim, Liang, Langzhang +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Machine Learning and Algorithms #Text and Document Classification Technologies
  17. On Diversified Preferences of Large Language Model Alignment
    2023/12/12 by Dun Zeng, Yong Dai, Zeng, Dun +12 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  18. Multi-graph Fusion for Multi-view Spectral Clustering
    2019/09/16 by Zhao Kang, Guoxin Shi, Kang, Zhao +11 · 1 citation
    Computer Science · Engineering · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote-Sensing Image Classification
  19. M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
    2024/09/24 by Taowen Wang, Wang, Taowen, Yiyang Liu +24 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
  20. Nexus: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision
    2025/02/26 by Che Liu, Yingji Zhang, Liu, Che +28 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  21. Label-Aware Distribution Calibration for Long-tailed Classification
    2021/11/09 by Chaozheng Wang, Wang, Chaozheng, Shuzheng Gao +11 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
  22. Source Code Summarization with Structural Relative Position Guided Transformer
    2022/02/14 by Zi Gong, Cuiyun Gao, Gong, Zi +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
  23. Channel Importance Matters in Few-Shot Image Classification
    2022/06/16 by Xu Luo, Luo, Xu, Jing Xu +3 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  24. MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
    2022/12/19 by Zi Gong, Gong, Zi, Yinpeng Guo +9 · 1 citation
    Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Parallel Computing and Optimization Techniques
  25. Mutual Information Gradient Estimation for Representation Learning
    2020/05/03 by Liangjian Wen, Yiji Zhou, Wen, Liangjian +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  26. EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
    2024/06/10 by Yang Li, Qifan Wang, Yang, Li +17 · 1 citation
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  27. Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
    2026/07/17 by Yong Chu, Xun Zhou, Zenglin Xu +2
    #eess.SP #cs.AI #cs.LG
  28. A Unified Algorithmic Framework for Hybrid Reinforcement Learning in Tabular MDPs with Shifted Transition Dynamics
    2026/07/28 by Zheshun Wu, Renjie Zheng, Jinhang Zuo +2
    #cs.LG