---
title: "Most-cited papers of the past three years"
description: "The most-cited paper published in the last three years was “Can ChatGPT forecast stock price movements? Return predictability and large language models” (Journal of Financial Economics, 2026-07-24), with 425 citations. In finance, the most-cited was “Can ChatGPT forecast stock price movements? Return predictability and large language models” (Journal of Financial Economics), with 425 citations."
url: https://scholar4ai.com/rankings/cited
markdown_url: https://scholar4ai.com/rankings/cited.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "The most-cited paper published in the last three years was “Can ChatGPT forecast stock price movements? Return predictability and large language models” (Journal of Financial Economics, 2026-07-24), with 425 citations."
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T14:32:25+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Most-cited papers of the past three years

Papers published in the tracked journals since 2023-10-26, ranked by the citations OpenAlex counts for them (read daily for the last year's papers and weekly for older ones; last on 2026-10-26). Newer papers have had less time to be cited, so each row also shows citations per month since publication, and a second table ranks by that.

## Key findings

- The most-cited paper published in the last three years was “Can ChatGPT forecast stock price movements? Return predictability and large language models” (Journal of Financial Economics, 2026-07-24), with 425 citations.
- In finance, the most-cited was “Can ChatGPT forecast stock price movements? Return predictability and large language models” (Journal of Financial Economics), with 425 citations.
- In accounting, the most-cited was “The impact of generative AI on information processing: Evidence from the ban of ChatGPT in Italy” (Journal of Accounting and Economics), with 65 citations.
- In economics, the most-cited was “Two-way fixed effects, the two-way mundlak regression, and difference-in-differences estimators” (Empirical Economics), with 138 citations.
- In management, the most-cited was “The transparency dilemma: How AI disclosure erodes trust” (Organizational Behavior and Human Decision Processes), with 214 citations.
- In operations research, the most-cited was “Generative AI: Opportunities, challenges, and research directions for supply chain resilience” (Transportation Research Part E Logistics and Transportation Review), with 109 citations.
- In AI, the most-cited was “A comprehensive survey of loss functions and metrics in deep learning” (Artificial Intelligence Review), with 395 citations.

## All journals

*The 50 most-cited papers of the past three years, all tracked journals*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 425 | 137.6 | [Can ChatGPT forecast stock price movements? Return predictability and large language models](https://doi.org/10.1016/j.jfineco.2026.104335) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2026-07-24 | Alejandro Lopez-Lira, Yuehua Tang |
| 2 | 395 | 21.4 | [A comprehensive survey of loss functions and metrics in deep learning](https://doi.org/10.1007/s10462-025-11198-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-04-11 | Juan R. Terven, Diana Margarita Córdova Esparza, Julio-Alejandro Romero-González et al. |
| 3 | 370 | 22.4 | [YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series](https://doi.org/10.1007/s10462-025-11253-3) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-06-10 | Ranjan Sapkota, Marco Flores-Calero, Rizwan Qureshi et al. |
| 4 | 272 | 14.7 | [MB-TaylorFormer V2: Improved Multi-Branch Linear Transformer Expanded by Taylor Formula for Image Restoration](https://doi.org/10.1109/tpami.2025.3559891) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-04-10 | Zhi Juan Jin, Yuwei Qiu, Kaihao Zhang et al. |
| 5 | 270 | 14.9 | [A comprehensive survey of deep learning for time series forecasting: architectural diversity and open challenges](https://doi.org/10.1007/s10462-025-11223-9) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-04-23 | Jongseon Kim, Hyungjoon Kim, HyunGi Kim et al. |
| 6 | 268 | 19.0 | [AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges](https://doi.org/10.1016/j.inffus.2025.103599) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2025-08-22 | Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee |
| 7 | 258 | 13.3 | [BERT applications in natural language processing: a review](https://doi.org/10.1007/s10462-025-11162-5) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-03-15 | Nadia Mushtaq Gardazi, Ali Daud, Muhammad Kamran Malik et al. |
| 8 | 222 | 14.7 | [Physics-informed neural networks for PDE problems: a comprehensive review](https://doi.org/10.1007/s10462-025-11322-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-07-24 | Kuang Luo, Jingshang Zhao, Ying‐Ping Wang et al. |
| 9 | 216 | 12.1 | [Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms](https://doi.org/10.1007/s10115-025-02429-y) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | 2025-04-30 | Nachaat AbdElatif Mohamed |
| 10 | 214 | 11.8 | [The transparency dilemma: How AI disclosure erodes trust](https://doi.org/10.1016/j.obhdp.2025.104405) | [Organizational Behavior and Human Decision Processes](https://scholar4ai.com/journals/organizational-behavior-and-human-decision-processes.md) | 2025-04-23 | Oliver S. Schilke, Martin Reimann |
| 11 | 207 | 11.1 | [HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model](https://doi.org/10.1109/tpami.2025.3557581) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-04-08 | Di Wang, Meiqi Hu, Yao Jin et al. |
| 12 | 203 | 12.9 | [Exploring automation bias in human–AI collaboration: a review and implications for explainable AI](https://doi.org/10.1007/s00146-025-02422-7) | [AI & Society](https://scholar4ai.com/journals/ai-society.md) | 2025-07-03 | Giuseppe Romeo, Daniela Conti |
| 13 | 186 | 10.4 | [Parameter-efficient fine-tuning in large language models: a survey of methodologies](https://doi.org/10.1007/s10462-025-11236-4) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-05-02 | Luping Wang, Sheng Chen, Linnan Jiang et al. |
| 14 | 178 | 10.5 | [Transformers and large language models for efficient intrusion detection systems: A comprehensive survey](https://doi.org/10.1016/j.inffus.2025.103347) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2025-05-29 | Hamza Kheddar |
| 15 | 178 | 15.7 | [Agentic AI: a comprehensive survey of architectures, applications, and future directions](https://doi.org/10.1007/s10462-025-11422-4) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-11-14 | Mohamad Abou Ali, Fadi Dornaika, Jinan Charafeddine |
| 16 | 171 | 8.8 | [A survey of small object detection based on deep learning in aerial images](https://doi.org/10.1007/s10462-025-11150-9) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-03-15 | Wei Hua, Qili Chen |
| 17 | 170 | 9.9 | [Otter: A Multi-Modal Model With In-Context Instruction Tuning](https://doi.org/10.1109/tpami.2025.3571946) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-05-20 | Bo Li, Yuanhan Zhang, Liangyu Chen et al. |
| 18 | 165 | 8.4 | [Job demands-resources and conservation of resources theories: How do they help to explain employee well-being and future job design?](https://doi.org/10.1016/j.jbusres.2025.115296) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2025-03-10 | Evangelia Demerouti |
| 19 | 165 | 13.8 | [Theory and theory development: Guidelines for establishing theoretical gaps, foundations, contributions, and implications](https://doi.org/10.1016/j.jbusres.2025.115745) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2025-10-27 | Weng Marc Lim |
| 20 | 159 | 9.9 | [A framework to evaluate machine learning crystal stability predictions](https://doi.org/10.1038/s42256-025-01055-1) | [Nature Machine Intelligence](https://scholar4ai.com/journals/nature-machine-intelligence.md) | 2025-06-23 | Janosh Riebesell, Rhys E. A. Goodall, Philipp Benner et al. |
| 21 | 149 | 7.6 | [Digital transformation and supply chain resilience](https://doi.org/10.1016/j.iref.2025.104033) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2025-03-07 | Pengcheng Li, Yanbing Chen, Xiaochuan Guo |
| 22 | 149 | 8.1 | [LLDiffusion: Learning degradation representations in diffusion models for low-light image enhancement](https://doi.org/10.1016/j.patcog.2025.111628) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2025-04-11 | Tao Wang, Kaihao Zhang, Yong Zhang et al. |
| 23 | 146 | 11.1 | [Vision Mamba: A Comprehensive Survey and Taxonomy](https://doi.org/10.1109/tnnls.2025.3610435) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2025-09-22 | Xiao Liu, Chenxu Zhang, Fuxiang Huang et al. |
| 24 | 144 | 7.6 | [Purposeful sampling and saturation in qualitative research methodologies: recommendations and review](https://doi.org/10.1007/s11846-025-00881-2) | [Review of Managerial Science](https://scholar4ai.com/journals/review-of-managerial-science.md) | 2025-03-25 | Ricarda B. Bouncken, Wojciech Czakon, Florian Schmitt |
| 25 | 140 | 7.3 | [Resampling approaches to handle class imbalance: a review from a data perspective](https://doi.org/10.1186/s40537-025-01119-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-03-23 | Miguel Martins Carvalho, Armando J. Pinho, Susana Brás |
| 26 | 139 | 10.0 | [AI-induced Deskilling in Medicine: A Mixed-Method Review and Research Agenda for Healthcare and Beyond](https://doi.org/10.1007/s10462-025-11352-1) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-08-27 | Chiara Natali, Luca Marconi, Leslye Denisse Dias Duran et al. |
| 27 | 138 | 9.9 | [Two-way fixed effects, the two-way mundlak regression, and difference-in-differences estimators](https://doi.org/10.1007/s00181-025-02807-z) | [Empirical Economics](https://scholar4ai.com/journals/empirical-economics.md) | 2025-08-27 | Jeffrey M. Wooldridge |
| 28 | 135 | 6.7 | [Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research](https://doi.org/10.1007/s10796-025-10581-7) | [Information Systems Frontiers](https://scholar4ai.com/journals/information-systems-frontiers.md) | 2025-02-24 | Veda C. Storey, Wei Thoo Yue, J. Leon Zhao et al. |
| 29 | 135 | 7.1 | [A comprehensive review on financial explainable AI](https://doi.org/10.1007/s10462-024-11077-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-03-29 | Wei Jie Yeo, Wihan van der Heever, Rui Mao et al. |
| 30 | 133 | 14.9 | [Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment](https://doi.org/10.1109/tpami.2026.3657354) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2026-01-27 | Lingling Xu, Haoran Xie, S. Joe Qin et al. |
| 31 | 132 | 6.6 | [Insights from the Job Demands–Resources Model: AI's dual impact on employees’ work and life well-being](https://doi.org/10.1016/j.ijinfomgt.2025.102887) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2025-02-22 | Yating Chuang, Hua-Ling Chiang, An-Pan Lin |
| 32 | 132 | 8.0 | [A survey of deep learning for industrial visual anomaly detection](https://doi.org/10.1007/s10462-025-11287-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-06-13 | Zhuo Li, Yuhao Yan, Xiangheng Wang et al. |
| 33 | 131 | 7.0 | [Can green finance policy promote inclusive green growth?- Based on the quasi-natural experiment of China's green finance reform and innovation pilot zone](https://doi.org/10.1016/j.iref.2025.104090) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2025-04-03 | Aiting Xu, Yujie Dai, Zhiyuan Hu et al. |
| 34 | 130 | 6.7 | [Embodied large language models enable robots to complete complex tasks in unpredictable environments](https://doi.org/10.1038/s42256-025-01005-x) | [Nature Machine Intelligence](https://scholar4ai.com/journals/nature-machine-intelligence.md) | 2025-03-18 | Ruaridh Mon-Williams, Gen Li, Ran Long et al. |
| 35 | 128 | 7.0 | [The Animated Oat Optimization Algorithm: A nature-inspired metaheuristic for engineering optimization and a case study on Wireless Sensor Networks](https://doi.org/10.1016/j.knosys.2025.113589) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 2025-04-18 | Ruo-Bin Wang, Rui-Bin Hu, Fang‐Dong Geng et al. |
| 36 | 126 | 6.4 | [Dual selective fusion transformer network for hyperspectral image classification](https://doi.org/10.1016/j.neunet.2025.107311) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2025-03-03 | Yichu Xu, Di Wang, Lefei Zhang et al. |
| 37 | 125 | 7.5 | [Covariance-based structural equation modeling (CB-SEM): a SmartPLS 4 software tutorial](https://doi.org/10.1057/s41270-025-00414-6) | [Journal of Marketing Analytics](https://scholar4ai.com/journals/journal-of-marketing-analytics.md) | 2025-06-07 | Joseph F. Hair, Barry J. Babin, Christian M. Ringle et al. |
| 38 | 122 | 6.5 | [TransXNet: Learning Both Global and Local Dynamics With a Dual Dynamic Token Mixer for Visual Recognition](https://doi.org/10.1109/tnnls.2025.3550979) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2025-04-03 | Meng Lou, Shu Zhang, Hong-Yu Zhou et al. |
| 39 | 122 | 14.1 | [RFAConv: Receptive-field attention convolution for improving convolutional neural networks](https://doi.org/10.1016/j.patcog.2026.113208) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2026-02-05 | Xin Zhang, Chen Liu, Tingting Song et al. |
| 40 | 119 | 6.7 | [RMER-DT: Robust multimodal emotion recognition in conversational contexts based on diffusion and transformers](https://doi.org/10.1016/j.inffus.2025.103268) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2025-05-06 | Xianxun Zhu, Yaoyang Wang, Yaoyang Wang et al. |
| 41 | 119 | 8.4 | [Don’t push the button! Exploring data leakage risks in machine learning and transfer learning](https://doi.org/10.1007/s10462-025-11326-3) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-08-20 | Andrea Apicella, Francesco Isgrò, Roberto Prevete |
| 42 | 118 | 8.5 | [Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey](https://doi.org/10.1007/s11263-025-02570-9) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 2025-08-28 | Xin Li, Yulin Ren, Xin Jin et al. |
| 43 | 118 | 10.0 | [Datasets for large language models: a comprehensive survey](https://doi.org/10.1007/s10462-025-11403-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-10-31 | Yang Liu, Jiahuan Cao, Chongyu Liu et al. |
| 44 | 117 | 9.5 | [Safeguarding large language models: a survey](https://doi.org/10.1007/s10462-025-11389-2) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-10-17 | Yi Dong, Ronghui Mu, Yanghao Zhang et al. |
| 45 | 115 | 6.0 | [Artificial intelligence adoption dynamics and knowledge in SMEs and large firms: A systematic review and bibliometric analysis](https://doi.org/10.1016/j.jik.2025.100682) | [Journal of Innovation & Knowledge](https://scholar4ai.com/journals/journal-of-innovation-knowledge.md) | 2025-03-22 | Samuel Godadaw Ayinaddis |
| 46 | 115 | 10.5 | [Reinforcement learning for single-agent to multi-agent systems: from basic theory to industrial application progress, a survey](https://doi.org/10.1007/s10462-025-11439-9) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-11-27 | Dehua Zhang, Qingsong Yuan, Lei Meng et al. |
| 47 | 114 | 6.3 | [Greening through AI? The impact of Artificial Intelligence Innovation and Development Pilot Zones on green innovation in China](https://doi.org/10.1016/j.eneco.2025.108507) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2025-04-24 | Razia Mijit, Qianlin Hu, Jingxuan Xu et al. |
| 48 | 112 | 6.4 | [DiffusionAD: Norm-Guided One-Step Denoising Diffusion for Anomaly Detection](https://doi.org/10.1109/tpami.2025.3570494) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-05-15 | Hui Zhang, Zheng Wang, Dan Zeng et al. |
| 49 | 110 | 16.2 | [Graph Neural Networks for Graphs With Heterophily: A Survey](https://doi.org/10.1109/tkde.2026.3680353) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2026-04-02 | Xin Zheng, Yi Wang, Yixin Liu et al. |
| 50 | 109 | 5.4 | [LLM-AE-MP: Web Attack Detection Using a Large Language Model with Autoencoder and Multilayer Perceptron](https://doi.org/10.1016/j.eswa.2025.126982) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2025-02-21 | Jing Yang, Yuangui Wu, Yuping Yuan et al. |

## Most cited per month since publication

*The 25 papers with the most citations per month since publication*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 425 | 137.6 | [Can ChatGPT forecast stock price movements? Return predictability and large language models](https://doi.org/10.1016/j.jfineco.2026.104335) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2026-07-24 | Alejandro Lopez-Lira, Yuehua Tang |
| 2 | 370 | 22.4 | [YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series](https://doi.org/10.1007/s10462-025-11253-3) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-06-10 | Ranjan Sapkota, Marco Flores-Calero, Rizwan Qureshi et al. |
| 3 | 395 | 21.4 | [A comprehensive survey of loss functions and metrics in deep learning](https://doi.org/10.1007/s10462-025-11198-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-04-11 | Juan R. Terven, Diana Margarita Córdova Esparza, Julio-Alejandro Romero-González et al. |
| 4 | 268 | 19.0 | [AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges](https://doi.org/10.1016/j.inffus.2025.103599) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2025-08-22 | Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee |
| 5 | 76 | 18.8 | [Floods and firms: Vulnerabilities and resilience to natural disasters in Europe](https://doi.org/10.1016/j.jfs.2026.101566) | [Journal of Financial Stability](https://scholar4ai.com/journals/journal-of-financial-stability.md) | 2026-06-25 | Serena Fatica, Gabor Katay, Michela Rancan |
| 6 | 79 | 16.4 | [Retrieval-augmented generation for natural language processing: a survey](https://doi.org/10.1007/s10462-026-11605-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2026-06-01 | Shangyu Wu, Ying Xiong, Yufei Cui et al. |
| 7 | 110 | 16.2 | [Graph Neural Networks for Graphs With Heterophily: A Survey](https://doi.org/10.1109/tkde.2026.3680353) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2026-04-02 | Xin Zheng, Yi Wang, Yixin Liu et al. |
| 8 | 178 | 15.7 | [Agentic AI: a comprehensive survey of architectures, applications, and future directions](https://doi.org/10.1007/s10462-025-11422-4) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-11-14 | Mohamad Abou Ali, Fadi Dornaika, Jinan Charafeddine |
| 9 | 270 | 14.9 | [A comprehensive survey of deep learning for time series forecasting: architectural diversity and open challenges](https://doi.org/10.1007/s10462-025-11223-9) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-04-23 | Jongseon Kim, Hyungjoon Kim, HyunGi Kim et al. |
| 10 | 133 | 14.9 | [Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment](https://doi.org/10.1109/tpami.2026.3657354) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2026-01-27 | Lingling Xu, Haoran Xie, S. Joe Qin et al. |
| 11 | 222 | 14.7 | [Physics-informed neural networks for PDE problems: a comprehensive review](https://doi.org/10.1007/s10462-025-11322-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-07-24 | Kuang Luo, Jingshang Zhao, Ying‐Ping Wang et al. |
| 12 | 272 | 14.7 | [MB-TaylorFormer V2: Improved Multi-Branch Linear Transformer Expanded by Taylor Formula for Image Restoration](https://doi.org/10.1109/tpami.2025.3559891) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-04-10 | Zhi Juan Jin, Yuwei Qiu, Kaihao Zhang et al. |
| 13 | 122 | 14.1 | [RFAConv: Receptive-field attention convolution for improving convolutional neural networks](https://doi.org/10.1016/j.patcog.2026.113208) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2026-02-05 | Xin Zhang, Chen Liu, Tingting Song et al. |
| 14 | 14 | 14.0 | [Who Gains from creative destruction? Evidence from high-quality entrepreneurship in the United States](https://doi.org/10.1016/j.respol.2026.105642) | [Research Policy](https://scholar4ai.com/journals/research-policy.md) | 2026-10-16 | Astrid Marinoni, John L. Voorheis |
| 15 | 14 | 14.0 | [Emerging markets, household heterogeneity, and exchange rate policy](https://doi.org/10.1016/j.jinteco.2026.104340) | [Journal of International Economics](https://scholar4ai.com/journals/journal-of-international-economics.md) | 2026-10-06 | Gabriela Cugat |
| 16 | 165 | 13.8 | [Theory and theory development: Guidelines for establishing theoretical gaps, foundations, contributions, and implications](https://doi.org/10.1016/j.jbusres.2025.115745) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2025-10-27 | Weng Marc Lim |
| 17 | 258 | 13.3 | [BERT applications in natural language processing: a review](https://doi.org/10.1007/s10462-025-11162-5) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-03-15 | Nadia Mushtaq Gardazi, Ali Daud, Muhammad Kamran Malik et al. |
| 18 | 13 | 13.0 | [Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses](https://doi.org/10.1007/s11263-026-03049-x) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 2026-10-01 | Hao Fang, Yixiang Qiu, Hongyao Yu et al. |
| 19 | 203 | 12.9 | [Exploring automation bias in human–AI collaboration: a review and implications for explainable AI](https://doi.org/10.1007/s00146-025-02422-7) | [AI & Society](https://scholar4ai.com/journals/ai-society.md) | 2025-07-03 | Giuseppe Romeo, Daniela Conti |
| 20 | 105 | 12.4 | [Glider snake optimizer (GSO): a nature-inspired metaheuristic algorithm for global and engineering optimization problems](https://doi.org/10.1007/s10462-026-11504-x) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2026-02-10 | El‐Sayed M. El‐kenawy, Nima Khodadadi, Seyedali Mirjalili et al. |
| 21 | 216 | 12.1 | [Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms](https://doi.org/10.1007/s10115-025-02429-y) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | 2025-04-30 | Nachaat AbdElatif Mohamed |
| 22 | 214 | 11.8 | [The transparency dilemma: How AI disclosure erodes trust](https://doi.org/10.1016/j.obhdp.2025.104405) | [Organizational Behavior and Human Decision Processes](https://scholar4ai.com/journals/organizational-behavior-and-human-decision-processes.md) | 2025-04-23 | Oliver S. Schilke, Martin Reimann |
| 23 | 77 | 11.4 | [The global transmission of U.S. monetary policy](https://doi.org/10.1016/j.jinteco.2026.104259) | [Journal of International Economics](https://scholar4ai.com/journals/journal-of-international-economics.md) | 2026-04-03 | Riccardo Degasperi, Seokki Simon Hong, G. Ricco |
| 24 | 146 | 11.1 | [Vision Mamba: A Comprehensive Survey and Taxonomy](https://doi.org/10.1109/tnnls.2025.3610435) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2025-09-22 | Xiao Liu, Chenxu Zhang, Fuxiang Huang et al. |
| 25 | 207 | 11.1 | [HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model](https://doi.org/10.1109/tpami.2025.3557581) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-04-08 | Di Wang, Meiqi Hu, Yao Jin et al. |

## Finance

*Most-cited finance papers of the past three years*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 425 | 137.6 | [Can ChatGPT forecast stock price movements? Return predictability and large language models](https://doi.org/10.1016/j.jfineco.2026.104335) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2026-07-24 | Alejandro Lopez-Lira, Yuehua Tang |
| 2 | 149 | 7.6 | [Digital transformation and supply chain resilience](https://doi.org/10.1016/j.iref.2025.104033) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2025-03-07 | Pengcheng Li, Yanbing Chen, Xiaochuan Guo |
| 3 | 131 | 7.0 | [Can green finance policy promote inclusive green growth?- Based on the quasi-natural experiment of China's green finance reform and innovation pilot zone](https://doi.org/10.1016/j.iref.2025.104090) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2025-04-03 | Aiting Xu, Yujie Dai, Zhiyuan Hu et al. |
| 4 | 106 | 5.3 | [Artificial intelligence and corporate ESG performance](https://doi.org/10.1016/j.irfa.2025.104036) | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 2025-02-22 | Junjun Li, Tong Wu, Boqiang Hu et al. |
| 5 | 97 | 4.9 | [Digital economy and high-quality agricultural development](https://doi.org/10.1016/j.iref.2025.104028) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2025-03-05 | Lin Ye |
| 6 | 96 | 4.9 | [Artificial intelligence, corporate information governance and ESG performance: Quasi-experimental evidence from China](https://doi.org/10.1016/j.irfa.2025.104087) | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 2025-03-08 | Xiaoyong Zhou, Gaochao Li, Qunwei Wang et al. |
| 7 | 81 | 4.1 | [Digital economy, green innovation and high-quality economic development](https://doi.org/10.1016/j.iref.2025.104029) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2025-03-05 | Zhiang Chen, Ruikun Xing |
| 8 | 76 | 18.8 | [Floods and firms: Vulnerabilities and resilience to natural disasters in Europe](https://doi.org/10.1016/j.jfs.2026.101566) | [Journal of Financial Stability](https://scholar4ai.com/journals/journal-of-financial-stability.md) | 2026-06-25 | Serena Fatica, Gabor Katay, Michela Rancan |
| 9 | 72 | 3.6 | [From uncertainty to sustainability: How climate policy uncertainty shapes corporate ESG?](https://doi.org/10.1016/j.iref.2025.104011) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2025-02-27 | HuaHua Ge, Xiaoxi Zhang |
| 10 | 72 | 3.7 | [Impact of ESG disclosure on corporate sustainability](https://doi.org/10.1016/j.frl.2025.107134) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 2025-03-05 | Kai Duan, Chuan Qin, Shenglin Ma et al. |

## Accounting

*Most-cited accounting papers of the past three years*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 65 | 3.3 | [The impact of generative AI on information processing: Evidence from the ban of ChatGPT in Italy](https://doi.org/10.1016/j.jacceco.2025.101782) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2025-02-28 | Jeremy Bertomeu, Yupeng Lin, Yibin Liu et al. |
| 2 | 44 | 2.3 | [Disclosure standards and communication norms: evidence of voluntary sustainability standards as a coordinating device for capital markets](https://doi.org/10.1007/s11142-025-09882-8) | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 2025-03-16 | Khrystyna Bochkay, Jeffrey Hales, George Serafeim |
| 3 | 43 | 2.1 | [Managing the shift from voluntary to mandatory climate disclosure: The role of carbon accounting](https://doi.org/10.1016/j.bar.2025.101594) | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 2025-02-21 | Amir Amel‐Zadeh, Qingliang Tang |
| 4 | 42 | 2.7 | [The economics of ESG disclosure regulation](https://doi.org/10.1007/s11142-025-09900-9) | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 2025-07-03 | Richard M. Frankel, S.P. Kothari, Aneesh Raghunandan |
| 5 | 34 | 2.0 | [Performance measurement in dynamic environments](https://doi.org/10.1016/j.mar.2025.100941) | [Management Accounting Research](https://scholar4ai.com/journals/management-accounting-research.md) | 2025-06-04 | Paula M. G. van Veen-Dirks, Marc J. F. Wouters |
| 6 | 29 | 1.6 | [Accounting scholarship and the Majority World: A case of epistemic injustice](https://doi.org/10.1016/j.bar.2025.101679) | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 2025-04-27 | Shahzad Uddin |
| 7 | 26 | 1.7 | [Digitalization of the finance function: Automation, analytics, and finance function effectiveness](https://doi.org/10.1016/j.mar.2025.100942) | [Management Accounting Research](https://scholar4ai.com/journals/management-accounting-research.md) | 2025-07-15 | David S. Bedford, David Derichs, Sophie Hoozée et al. |
| 8 | 26 | 1.7 | [How do consumers use ESG disclosure? Evidence from a randomized field experiment with everyday product purchases](https://doi.org/10.1016/j.jacceco.2025.101811) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2025-07-18 | Sinja Leonelli, Maximilian Muhn, Thomas Rauter et al. |
| 9 | 26 | 1.7 | [Information acquisition costs and price informativeness: global evidence](https://doi.org/10.1007/s11142-025-09906-3) | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 2025-07-22 | CHARLES G. MCCLURE, Shawn X. Shi, Edward M. Watts |
| 10 | 25 | 1.5 | [Exploring Large Language Models in external audits: Implications and ethical considerations](https://doi.org/10.1016/j.accinf.2025.100748) | [International Journal of Accounting Information Systems](https://scholar4ai.com/journals/international-journal-of-accounting-information-systems.md) | 2025-06-05 | Lazarus Elad Fotoh, Tatenda Mugwira |

## Economics

*Most-cited economics papers of the past three years*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 138 | 9.9 | [Two-way fixed effects, the two-way mundlak regression, and difference-in-differences estimators](https://doi.org/10.1007/s00181-025-02807-z) | [Empirical Economics](https://scholar4ai.com/journals/empirical-economics.md) | 2025-08-27 | Jeffrey M. Wooldridge |
| 2 | 114 | 6.3 | [Greening through AI? The impact of Artificial Intelligence Innovation and Development Pilot Zones on green innovation in China](https://doi.org/10.1016/j.eneco.2025.108507) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2025-04-24 | Razia Mijit, Qianlin Hu, Jingxuan Xu et al. |
| 3 | 93 | 4.9 | [Energy intensity, supply chain digitization, technological progress bias in China's industrial sectors](https://doi.org/10.1016/j.eneco.2025.108442) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2025-03-30 | Cem Işık, Jiale Yan, Serdar Ongan |
| 4 | 79 | 4.4 | [Geopolitical risk and the global supply of rare earth permanent magnets: Insights from China’s export trends](https://doi.org/10.1016/j.eneco.2025.108496) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2025-04-30 | Lisa Depraiter, Stéphane Goutte, Thomas Porcher |
| 5 | 77 | 11.4 | [The global transmission of U.S. monetary policy](https://doi.org/10.1016/j.jinteco.2026.104259) | [Journal of International Economics](https://scholar4ai.com/journals/journal-of-international-economics.md) | 2026-04-03 | Riccardo Degasperi, Seokki Simon Hong, G. Ricco |
| 6 | 75 | 3.8 | [How digital technology can improve new quality productive forces? ——Perspective of total factor agricultural carbon productivity](https://doi.org/10.1016/j.asieco.2025.101921) | [Journal of Asian Economics](https://scholar4ai.com/journals/journal-of-asian-economics.md) | 2025-03-07 | Hongman LIU, Xiaoliang Li |
| 7 | 69 | 4.3 | [Exploring the dynamic nexus of traditional and digital assets in inflationary times: The role of safe havens, tech stocks, and cryptocurrencies](https://doi.org/10.1016/j.econmod.2025.107195) | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | 2025-06-26 | Konstantinos A. Dimitriadis, Demetris Koursaros, Christos S. Savva |
| 8 | 68 | 3.8 | [Crypto Trading and Bitcoin Prices: Evidence from a New Database of Retail Adoption](https://doi.org/10.1057/s41308-025-00275-0) | [IMF Economic Review](https://scholar4ai.com/journals/imf-economic-review.md) | 2025-04-23 | Raphael Auer, Giulio Cornelli, Sebastian Doerr et al. |
| 9 | 68 | 3.8 | [Platform design and governance in industrial markets: Charting the meta-organizational logic](https://doi.org/10.1016/j.respol.2025.105236) | [Research Policy](https://scholar4ai.com/journals/research-policy.md) | 2025-05-03 | Virginia Springer, Krithika Randhawa, Marin Jovanovic et al. |
| 10 | 64 | 3.8 | [Corporate concentration and power matter for agency in food systems](https://doi.org/10.1016/j.foodpol.2025.102897) | [Food Policy](https://scholar4ai.com/journals/food-policy.md) | 2025-06-04 | Jennifer A. Clapp (University of Waterloo), Rachael Vriezen, Amar Laila et al. |

## Management

*Most-cited management papers of the past three years*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 214 | 11.8 | [The transparency dilemma: How AI disclosure erodes trust](https://doi.org/10.1016/j.obhdp.2025.104405) | [Organizational Behavior and Human Decision Processes](https://scholar4ai.com/journals/organizational-behavior-and-human-decision-processes.md) | 2025-04-23 | Oliver S. Schilke, Martin Reimann |
| 2 | 165 | 8.4 | [Job demands-resources and conservation of resources theories: How do they help to explain employee well-being and future job design?](https://doi.org/10.1016/j.jbusres.2025.115296) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2025-03-10 | Evangelia Demerouti |
| 3 | 165 | 13.8 | [Theory and theory development: Guidelines for establishing theoretical gaps, foundations, contributions, and implications](https://doi.org/10.1016/j.jbusres.2025.115745) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2025-10-27 | Weng Marc Lim |
| 4 | 144 | 7.6 | [Purposeful sampling and saturation in qualitative research methodologies: recommendations and review](https://doi.org/10.1007/s11846-025-00881-2) | [Review of Managerial Science](https://scholar4ai.com/journals/review-of-managerial-science.md) | 2025-03-25 | Ricarda B. Bouncken, Wojciech Czakon, Florian Schmitt |
| 5 | 135 | 6.7 | [Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research](https://doi.org/10.1007/s10796-025-10581-7) | [Information Systems Frontiers](https://scholar4ai.com/journals/information-systems-frontiers.md) | 2025-02-24 | Veda C. Storey, Wei Thoo Yue, J. Leon Zhao et al. |
| 6 | 132 | 6.6 | [Insights from the Job Demands–Resources Model: AI's dual impact on employees’ work and life well-being](https://doi.org/10.1016/j.ijinfomgt.2025.102887) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2025-02-22 | Yating Chuang, Hua-Ling Chiang, An-Pan Lin |
| 7 | 125 | 7.5 | [Covariance-based structural equation modeling (CB-SEM): a SmartPLS 4 software tutorial](https://doi.org/10.1057/s41270-025-00414-6) | [Journal of Marketing Analytics](https://scholar4ai.com/journals/journal-of-marketing-analytics.md) | 2025-06-07 | Joseph F. Hair, Barry J. Babin, Christian M. Ringle et al. |
| 8 | 115 | 6.0 | [Artificial intelligence adoption dynamics and knowledge in SMEs and large firms: A systematic review and bibliometric analysis](https://doi.org/10.1016/j.jik.2025.100682) | [Journal of Innovation & Knowledge](https://scholar4ai.com/journals/journal-of-innovation-knowledge.md) | 2025-03-22 | Samuel Godadaw Ayinaddis |
| 9 | 107 | 5.8 | [How artificial intelligence promotes new quality productive forces of firms: A dynamic capability view](https://doi.org/10.1016/j.techfore.2025.124128) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2025-04-14 | Tachia Chin, Zhisheng Li, Leping Huang et al. |
| 10 | 97 | 6.2 | [AI and employee wellbeing in the workplace: An empirical study](https://doi.org/10.1016/j.jbusres.2025.115584) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2025-07-07 | Alena Valtonen, Minna Saunila, Juhani Ukko et al. |

## Operations Research

*Most-cited operations research papers of the past three years*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 109 | 6.1 | [Generative AI: Opportunities, challenges, and research directions for supply chain resilience](https://doi.org/10.1016/j.tre.2025.104135) | [Transportation Research Part E Logistics and Transportation Review](https://scholar4ai.com/journals/transportation-research-part-e-logistics-and-transportation-review.md) | 2025-04-28 | Tonya Boone, Behnam Fahimnia, Ram Ganeshan et al. |
| 2 | 92 | 4.8 | [Greenwashing and market value of firms: An empirical study](https://doi.org/10.1016/j.ijpe.2025.109606) | [International Journal of Production Economics](https://scholar4ai.com/journals/international-journal-of-production-economics.md) | 2025-03-21 | Mao Xu, Ying Kei Tse, Ruoqi Geng et al. |
| 3 | 55 | 2.8 | [Human-artificial intelligence collaboration in supply chain outcomes: the mediating role of responsible artificial intelligence](https://doi.org/10.1007/s10479-025-06534-7) | [Annals of Operations Research](https://scholar4ai.com/journals/annals-of-operations-research.md) | 2025-02-28 | Emilia Vann Yaroson, Amélie Abadie, Mélanie Roux |
| 4 | 54 | 3.0 | [Conceptual and formal models for design, adaptation, and control of digital twins in supply chain ecosystems](https://doi.org/10.1016/j.omega.2025.103356) | [Omega](https://scholar4ai.com/journals/omega.md) | 2025-05-03 | Dmitry Ivanov |
| 5 | 53 | 3.3 | [MFMDepth: MetaFormer-based monocular metric depth estimation for distance measurement in ports](https://doi.org/10.1016/j.cie.2025.111325) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2025-06-18 | Xinqiang Chen, Fei Ma, Yuzheng Wu et al. |
| 6 | 49 | 2.9 | [Fault diagnosis of dual-network recursive interval type-2 fuzzy neural network based on SVD-TLS optimization](https://doi.org/10.1016/j.cie.2025.111280) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2025-06-02 | Na Zhao, Taoyan Zhao, Taoyan Zhao et al. |
| 7 | 49 | 3.3 | [Knowledge- and data-driven hybrid method for lot streaming scheduling in hybrid flowshop with dynamic order arrivals](https://doi.org/10.1016/j.cor.2025.107244) | [Computers & Operations Research](https://scholar4ai.com/journals/computers-operations-research.md) | 2025-08-06 | Biao Zhang, Hongyan Sang, Leilei Meng et al. |
| 8 | 47 | 2.9 | [Fifty years of multi-objective optimization and decision-making: From mathematical programming to evolutionary computation](https://doi.org/10.1016/j.ejor.2025.06.012) | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 2025-06-25 | Matthias Ehrgott, Murat Köksalan, Miłosz Kadziński et al. |
| 9 | 46 | 2.3 | [Co-Evolutionary NSGA-III with deep reinforcement learning for multi-objective distributed flexible job shop scheduling](https://doi.org/10.1016/j.cie.2025.110990) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2025-02-23 | Yingjie Hou, Xiaojuan Liao, Guangzhu Chen et al. |
| 10 | 46 | 3.0 | [Modeling supply chain disruptions due to geopolitical Reasons: A systematic literature review](https://doi.org/10.1016/j.tre.2025.104290) | [Transportation Research Part E Logistics and Transportation Review](https://scholar4ai.com/journals/transportation-research-part-e-logistics-and-transportation-review.md) | 2025-07-15 | Cristina López, Manuel Francisco Morales Contreras, Ian M. Langella et al. |

## AI

*Most-cited AI papers of the past three years*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 395 | 21.4 | [A comprehensive survey of loss functions and metrics in deep learning](https://doi.org/10.1007/s10462-025-11198-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-04-11 | Juan R. Terven, Diana Margarita Córdova Esparza, Julio-Alejandro Romero-González et al. |
| 2 | 370 | 22.4 | [YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series](https://doi.org/10.1007/s10462-025-11253-3) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-06-10 | Ranjan Sapkota, Marco Flores-Calero, Rizwan Qureshi et al. |
| 3 | 272 | 14.7 | [MB-TaylorFormer V2: Improved Multi-Branch Linear Transformer Expanded by Taylor Formula for Image Restoration](https://doi.org/10.1109/tpami.2025.3559891) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-04-10 | Zhi Juan Jin, Yuwei Qiu, Kaihao Zhang et al. |
| 4 | 270 | 14.9 | [A comprehensive survey of deep learning for time series forecasting: architectural diversity and open challenges](https://doi.org/10.1007/s10462-025-11223-9) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-04-23 | Jongseon Kim, Hyungjoon Kim, HyunGi Kim et al. |
| 5 | 268 | 19.0 | [AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges](https://doi.org/10.1016/j.inffus.2025.103599) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2025-08-22 | Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee |
| 6 | 258 | 13.3 | [BERT applications in natural language processing: a review](https://doi.org/10.1007/s10462-025-11162-5) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-03-15 | Nadia Mushtaq Gardazi, Ali Daud, Muhammad Kamran Malik et al. |
| 7 | 222 | 14.7 | [Physics-informed neural networks for PDE problems: a comprehensive review](https://doi.org/10.1007/s10462-025-11322-7) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-07-24 | Kuang Luo, Jingshang Zhao, Ying‐Ping Wang et al. |
| 8 | 216 | 12.1 | [Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms](https://doi.org/10.1007/s10115-025-02429-y) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | 2025-04-30 | Nachaat AbdElatif Mohamed |
| 9 | 207 | 11.1 | [HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model](https://doi.org/10.1109/tpami.2025.3557581) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2025-04-08 | Di Wang, Meiqi Hu, Yao Jin et al. |
| 10 | 203 | 12.9 | [Exploring automation bias in human–AI collaboration: a review and implications for explainable AI](https://doi.org/10.1007/s00146-025-02422-7) | [AI & Society](https://scholar4ai.com/journals/ai-society.md) | 2025-07-03 | Giuseppe Romeo, Daniela Conti |

## Cite this page

Scholar4AI. (2026). Most-cited papers of the past three years. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/rankings/cited

```bibtex
@misc{scholar4ai-rankings-cited,
  author = {{Scholar4AI}},
  title = {Most-cited papers of the past three years},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/rankings/cited}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).