| 1 | 425 | 137.6 | Can ChatGPT forecast stock price movements? Return predictability and large language models | Journal of Financial Economics | 2026-07-24 | Alejandro Lopez-Lira, Yuehua Tang |
| 2 | 395 | 21.4 | A comprehensive survey of loss functions and metrics in deep learning | Artificial Intelligence Review | 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 | Artificial Intelligence Review | 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 | IEEE Transactions on Pattern Analysis and Machine Intelligence | 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 | Artificial Intelligence Review | 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 | Information Fusion | 2025-08-22 | Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee |
| 7 | 258 | 13.3 | BERT applications in natural language processing: a review | Artificial Intelligence Review | 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 | Artificial Intelligence Review | 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 | Knowledge and Information Systems | 2025-04-30 | Nachaat AbdElatif Mohamed |
| 10 | 214 | 11.8 | The transparency dilemma: How AI disclosure erodes trust | Organizational Behavior and Human Decision Processes | 2025-04-23 | Oliver S. Schilke, Martin Reimann |
| 11 | 207 | 11.1 | HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model | IEEE Transactions on Pattern Analysis and Machine Intelligence | 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 | AI & Society | 2025-07-03 | Giuseppe Romeo, Daniela Conti |
| 13 | 186 | 10.4 | Parameter-efficient fine-tuning in large language models: a survey of methodologies | Artificial Intelligence Review | 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 | Information Fusion | 2025-05-29 | Hamza Kheddar |
| 15 | 178 | 15.7 | Agentic AI: a comprehensive survey of architectures, applications, and future directions | Artificial Intelligence Review | 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 | Artificial Intelligence Review | 2025-03-15 | Wei Hua, Qili Chen |
| 17 | 170 | 9.9 | Otter: A Multi-Modal Model With In-Context Instruction Tuning | IEEE Transactions on Pattern Analysis and Machine Intelligence | 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? | Journal of Business Research | 2025-03-10 | Evangelia Demerouti |
| 19 | 165 | 13.8 | Theory and theory development: Guidelines for establishing theoretical gaps, foundations, contributions, and implications | Journal of Business Research | 2025-10-27 | Weng Marc Lim |
| 20 | 159 | 9.9 | A framework to evaluate machine learning crystal stability predictions | Nature Machine Intelligence | 2025-06-23 | Janosh Riebesell, Rhys E. A. Goodall, Philipp Benner et al. |
| 21 | 149 | 7.6 | Digital transformation and supply chain resilience | International Review of Economics & Finance | 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 | Pattern Recognition | 2025-04-11 | Tao Wang, Kaihao Zhang, Yong Zhang et al. |
| 23 | 146 | 11.1 | Vision Mamba: A Comprehensive Survey and Taxonomy | IEEE Transactions on Neural Networks and Learning Systems | 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 | Review of Managerial Science | 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 | Journal Of Big Data | 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 | Artificial Intelligence Review | 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 | Empirical Economics | 2025-08-27 | Jeffrey M. Wooldridge |
| 28 | 135 | 6.7 | Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research | Information Systems Frontiers | 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 | Artificial Intelligence Review | 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 | IEEE Transactions on Pattern Analysis and Machine Intelligence | 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 | International Journal of Information Management | 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 | Artificial Intelligence Review | 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 | International Review of Economics & Finance | 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 | Nature Machine Intelligence | 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 | Knowledge-Based Systems | 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 | Neural Networks | 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 | Journal of Marketing Analytics | 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 | IEEE Transactions on Neural Networks and Learning Systems | 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 | Pattern Recognition | 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 | Information Fusion | 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 | Artificial Intelligence Review | 2025-08-20 | Andrea Apicella, Francesco Isgrò, Roberto Prevete |
| 42 | 118 | 8.5 | Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey | International Journal of Computer Vision | 2025-08-28 | Xin Li, Yulin Ren, Xin Jin et al. |
| 43 | 118 | 10.0 | Datasets for large language models: a comprehensive survey | Artificial Intelligence Review | 2025-10-31 | Yang Liu, Jiahuan Cao, Chongyu Liu et al. |
| 44 | 117 | 9.5 | Safeguarding large language models: a survey | Artificial Intelligence Review | 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 | Journal of Innovation & Knowledge | 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 | Artificial Intelligence Review | 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 | Energy Economics | 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 | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2025-05-15 | Hui Zhang, Zheng Wang, Dan Zeng et al. |
| 49 | 110 | 16.2 | Graph Neural Networks for Graphs With Heterophily: A Survey | IEEE Transactions on Knowledge and Data Engineering | 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 | Expert Systems with Applications | 2025-02-21 | Jing Yang, Yuangui Wu, Yuping Yuan et al. |