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Cao, Longbing

  1. Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
    2023/11/10 by Kun Yi, Yi, Kun, Qi Zhang +17 · 27 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  2. AI in Finance: Challenges, Techniques and Opportunities
    2021/07/20 by Cao, Longbing · 14 citations
    #Artificial Intelligence (cs.AI) #Computational Engineering #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
  3. FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
    2023/11/10 by Kun Yi, Yi, Kun, Qi Zhang +15 · 22 citations
    Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Advanced Graph Neural Networks #Air Quality Monitoring and Forecasting
  4. A Survey on Session-based Recommender Systems
    2019/02/13 by Shoujin Wang, Longbing Cao, Wang, Shoujin +9 · 7 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  5. Graph Learning based Recommender Systems: A Review
    2021/05/13 by Shoujin Wang, Wang, Shoujin, Liang Hu +15 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  6. Can LLMs Serve As Time Series Anomaly Detectors?
    2024/08/06 by Manqing Dong, Hao Huang, Dong, Manqing +3 · 6 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  7. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    2023/02/04 by Kun Yi, Qi Zhang, Yi, Kun +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Time Series Analysis and Forecasting
  8. Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector
    2023/12/18 by An Lao, Qi Zhang, Lao, An +11 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gothic Literature and Media Analysis #Misinformation and Its Impacts #Multimedia (cs.MM)
  9. PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims
    2025/05/25 by Yongmin Yoo, Qiongkai Xu, Yoo, Yongmin +3 · 5 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Intellectual Property and Patents #Innovation Policy and R&D
  10. Homophily Outlier Detection in Non-IID Categorical Data
    2021/03/21 by Guansong Pang, Longbing Cao, Pang, Guansong +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Imbalanced Data Classification Techniques #Network Security and Intrusion Detection
  11. COVID-19 Modeling: A Review
    2021/04/16 by Cao, Longbing, Liu, Qing · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Bayesian Federated Learning: A Survey
    2023/04/26 by Longbing Cao, Hui Chen, Cao, Longbing +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  13. Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling
    2023/05/09 by Jia Xu, Xu, Jia, Longbing Cao +1 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
  14. C2VAE: Gaussian Copula-based VAE Differing Disentangled from Coupled Representations with Contrastive Posterior
    2023/09/23 by Wu, Zhangkai, Cao, Longbing · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. DE3-BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks
    2024/02/03 by Jianing He, He, Jianing, Qi Zhang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
  16. Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection
    2024/01/07 by Wu, Zhangkai, Cao, Longbing, Zhang, Qi +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks
    2024/07/27 by Jiaxing Miao, Miao, Jiaxing, Hu L +5 · 1 citation
    Computer Science · Psychology · Neuroscience · #Advanced Graph Neural Networks #Identity, Memory, and Therapy #Memory Processes and Influences
  18. CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records
    2025/07/30 by Li, Dongchen, Liang, Jitao, Li, Wei +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. PatentMind: A Multi-Aspect Reasoning Graph for Patent Similarity Evaluation
    2025/05/25 by Yoo, Yongmin, Xu, Qiongkai, Cao, Longbing · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  20. Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning
    2025/05/25 by Zhang, Yu, Zhou, Jialei, Li, Xinchen +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting
    2022/09/01 by Hui He, Qi Zhang, He, Hui +8 · 1 citation
    Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Hydrological Forecasting Using AI