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Longbing Cao

  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. FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
    2023/11/10 by Kun Yi, Qi Zhang, Yi, Kun +15 · 22 citations
    Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Advanced Graph Neural Networks #Air Quality Monitoring and Forecasting
  3. Deep Learning for Anomaly Detection: A Review
    2020/07/06 by Guansong Pang, Chunhua Shen, Longbing Cao +1 · 19 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #Network Security and Intrusion Detection
  4. Deep Learning for Anomaly Detection
    2021/03/05 by Guansong Pang, Chunhua Shen, Longbing Cao +1 · 12 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #Network Security and Intrusion Detection
  5. A Survey on Session-based Recommender Systems
    2019/02/13 by Shoujin Wang, Wang, Shoujin, Longbing Cao +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
  6. 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
  7. 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
  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, Yoo, Yongmin, Qiongkai Xu +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, Pang, Guansong, Longbing Cao +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Imbalanced Data Classification Techniques #Network Security and Intrusion Detection
  11. Bayesian Federated Learning: A Survey
    2023/04/26 by Longbing Cao, Cao, Longbing, Hui Chen +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)
  12. 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
  13. 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
  14. Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks
    2024/07/27 by Jiaxing Miao, Hu L, Miao, Jiaxing +5 · 1 citation
    Computer Science · Psychology · Neuroscience · #Advanced Graph Neural Networks #Identity, Memory, and Therapy #Memory Processes and Influences
  15. PACE: Persona Adaptation through Conversational Elicitation in Human-Robot Interaction
    2026/07/17 by Peizhen Li, Longbing Cao, Megani Rajendran +3
    #cs.RO #cs.HC
  16. Pointer-Augmented Autoregressive Generation of Patent Claims with Joint Topology and Content Decoding
    2026/07/27 by Yongmin Yoo, Zhangkai Wu, Longbing Cao
    #cs.CL