Scholar4AI Updated 2026-10-26 12:13 UTC+09:00

Gated recurrent unit (GRU)

area: Machine learning · 1 papers in the last 7 days

← Most-used equations and models

ht=(1−zt)⊙ht−1+zt⊙h~t

A simpler gated recurrent cell with update and reset gates.

LaTeX: h_t = (1 - z_t) \odot h_{t-1} + z_t \odot \tilde h_t

Names searched for: gated recurrent unit, GRU

Key findings

  • Gated recurrent unit (GRU) was mentioned in 18 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #47 of the 104 equations and models mentioned.
  • By journal category: AI (13), Finance (3) and Management (2).
  • Most of them appeared in Financial Innovation (2), Neural Networks (2) and Knowledge-Based Systems (2).
  • Often mentioned together with Long short-term memory (LSTM) (12), Convolutional neural network (CNN) (11) and Scaled dot-product attention (Transformer) (9).
  • Datasets named in the same papers: OR-Library (4), Amazon reviews (2) and Speech emotion (IEMOCAP, RAVDESS) (2).
Papers mentioning Gated recurrent unit (GRU), newest first.
DateTitleJournalAuthorsAffiliations
2026-10-22Research on the spatiotemporal prediction of supply chain finance risk contagion based on a dynamic graph attention diffusion mechanismFinancial InnovationYulong Zhang, Yulong Zhang, Yaqing Zhang et al.Hengshui University; Columbia University
2026-10-19Tempered fractional rabies dynamics with deep neural surrogate modeling: Analysis, computation, and predictionNeural NetworksMohamed Nidhal Sallami, Ouissem Ben Fredj, Praveen Agarwal et al.University of Sfax; University of Kairouan; Ajman University; …
2026-10-19DReX: An explainable deep learning-based multimodal recommendation frameworkKnowledge-Based SystemsAdamya Shyam, Venkateswara Rao Kagita, Bharti Rana et al.University of Delhi; National Institute of Technology Warangal
2026-10-17Multi-Perspective explainability in traffic prediction: A neuro-symbolic approach using CNN-LSTMs and concept latticesApplied IntelligenceSuraya Syazwani Mohamad Yusof, Hadhrami Ab Ghani, Nurul Izrin Md Saleh et al.Universiti Malaysia Kelantan; Universiti Teknikal Malaysia Melaka; University of Technology Malaysia
2026-10-16Generative deep learning for class imbalance in credit risk modeling: comparative evaluation of synthetic oversampling methods and an elastic oversampling extensionFinancial InnovationTae Yeon KwonHankuk University of Foreign Studies
2026-10-16ITEACH-Net: Inverted teacher-student search network for emotion recognition in conversationArtificial IntelligenceHaiyang Sun, Zheng Lian, Chenglong Wang et al.Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; …
2026-10-15VLGRA: Visual-Language Semantic Optimization and Graph Reasoning for cross-modal retrievalInformation Processing & ManagementShiyuan Yang, Zhixin Li, 尤忠祥 et al.Guangxi Normal University
2026-10-06Learn from historical subgraph for temporal knowledge graph extrapolation reasoningKnowledge-Based SystemsLin Zhu, Xin Ren, Luyi BaiNorth Minzu University; Eastern University
2026-10-05An innovative approach to stock forecasting: combining LSTM, VMD, and artificial rabbit optimizationFuture Business JournalHoma Mehtarizadeh, Najme Mansouri, Behnam Mohammad Hasani Zade et al.Shahid Bahonar University of Kerman
2026-10-03Kinematic-aware AIS preprocessing and bidirectional recurrent modeling for multi-output vessel trajectory predictionJournal Of Big DataMarilena Sinni, Dimitris M. KyriazanosNational Centre of Scientific Research "Demokritos"
2026-10-01TFMNet: A Decomposition-Driven Hierarchical Framework for Multi-Step Forecasting of Nonstationary Industrial Time SeriesExpert Systems with ApplicationsWenkui Bian, Dakuo He, Runda Jia et al.Northeastern University; Beijing General Research Institute of Mining and Metallurgy
2026-10-01A domain-aware explainable AI framework for multi-class intrusion detection with cybersecurity-oriented semantic interpretationNeural Computing and ApplicationsSalah ElDin Zaher OlaymiTaibah University
2026-10-01Addressing Methodological Challenges in Time Series Anomaly DetectionMachine LearningNancy Xu, Henrik Boström
2026-10-01Dynamic factor loadings and portfolio return prediction: Evidence from deep sequence modelsInternational Review of Economics & FinanceViktor Manahov, Zihao Hou, Dimitrios Stafylas
2026-10-01Detection of causality in sentences: a comparative study of ensemble and non-ensemble approaches across embedding paradigms with explainable AIJournal Of Big DataC. H. Rohith, K. B. Sivachandra, Neethu Mohan et al.Amrita Vishwa Vidyapeetham; Universitat Pompeu Fabra
2026-10-01A comprehensive survey on multimodal sentiment analysis: Approaches, challenges and open issuesInternational Journal of Information ManagementFatemeh Hemmatian, Arash Sabbaghi, Mohammad Karim SohrabiIslamic Azad University Semnan
2026-10-01Parallelizable memory recurrent unitsNeural NetworksFlorent De Geeter, Gaspard Lambrechts, Damien Ernst et al.University of Liège
2026-09-30A systematic evaluation of classical, transformer-based, and foundation models for photovoltaic power time-series forecastingNeural Computing and ApplicationsDiaa Salman, Imad Alzeer, Wahib IsayedAl-Quds University