Scholar4AI Updated 2026-10-29 12:01 UTC+09:00

Most-cited papers published in 2022

Papers the tracked finance, accounting, economics, management, marketing, information systems, tourism and hospitality, operations research and AI journals published in 2022, ranked by the citations OpenAlex counts for them so far. Citation counts are the ones OpenAlex reports, read again every day for the last year's papers, every week for the two years before and every month for older ones. Also as Markdown.

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Most-cited papers: Past three years · Since October 2016 · 2025 · 2024 · 2023 · 2022 · 2021 · 2020 · 2019 · 2018 · 2017

Key findings#

  • The most-cited paper the tracked journals published in 2022 is “A Survey on Vision Transformer” (IEEE Transactions on Pattern Analysis and Machine Intelligence), with 4,682 citations.
  • In finance, the most-cited was “How much should we trust staggered difference-in-differences estimates?” (Journal of Financial Economics), with 3,140 citations.
  • In accounting, the most-cited was “Environmental, Social, and Governance (ESG) disclosure: A literature review” (The British Accounting Review), with 819 citations.
  • In economics, the most-cited was “How does green finance affect green total factor productivity? Evidence from China” (Energy Economics), with 1,185 citations.
  • In management, the most-cited was “Guidelines for advancing theory and practice through bibliometric research” (Journal of Business Research), with 1,149 citations.
  • In marketing, the most-cited was “Online influencer marketing” (Journal of the Academy of Marketing Science), with 579 citations.
  • In information systems, the most-cited was “Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy” (International Journal of Information Management), with 2,751 citations.
  • In tourism and hospitality, the most-cited was “Immersive technology: A meta-analysis of augmented/virtual reality applications and their impact on tourism experience” (Tourism Management), with 585 citations.
  • In operations research, the most-cited was “Worst-Case Analysis of a New Heuristic for the Travelling Salesman Problem” (Operations Research Forum), with 1,131 citations.
  • In AI, the most-cited was “A Survey on Vision Transformer” (IEEE Transactions on Pattern Analysis and Machine Intelligence), with 4,682 citations.

All journals#

The 25 most-cited papers published in 2022, all tracked journals
#CitationsPer monthTitleJournalPublishedAuthors
14,68283.2A Survey on Vision TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence2022-02-18Kai Han, Yunhe Wang, Hanting Chen et al.
23,29364.6Learning to Prompt for Vision-Language ModelsInternational Journal of Computer Vision2022-07-31Kaiyang Zhou, Jingkang Yang, Chen Change Loy et al.
33,14055.9How much should we trust staggered difference-in-differences estimates?Journal of Financial Economics2022-02-22Andrew C. Baker, David F. Larcker, Charles C. Y. Wang
42,75153.4Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policyInternational Journal of Information Management2022-07-15Yogesh Kumar Dwivedi, Laurie Hughes, Abdullah Mohammed Baabdullah et al.
51,82331.5Image Super-Resolution Via Iterative RefinementIEEE Transactions on Pattern Analysis and Machine Intelligence2022-01-01Chitwan Saharia, Jonathan Ho, William Chan et al.
61,54227.2A survey on sentiment analysis methods, applications, and challengesArtificial Intelligence Review2022-02-07Mayur Wankhade, Annavarapu Chandra Sekhara Rao, Chaitanya Kulkarni
71,35924.7Towards Personalized Federated LearningIEEE Transactions on Neural Networks and Learning Systems2022-03-28Alysa Ziying Tan, Han Yu, Lizhen Cui et al.
81,33824.0Learning From Noisy Labels With Deep Neural Networks: A SurveyIEEE Transactions on Neural Networks and Learning Systems2022-03-07Hwanjun Song, Minseok Kim, Dongmin Park et al.
91,33625.6Graph neural network for traffic forecasting: A surveyExpert Systems with Applications2022-06-23Weiwei Jiang, Jiayun Luo
101,20620.8Domain Generalization: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence2022-01-01Kaiyang Zhou, Ziwei Liu, Yu Qiao et al.
111,19321.7PIAFusion: A progressive infrared and visible image fusion network based on illumination awareInformation Fusion2022-03-29Linfeng Tang, Jiteng Yuan, Hao Zhang et al.
121,18520.8How does green finance affect green total factor productivity? Evidence from ChinaEnergy Economics2022-01-29Chi‐Chuan Lee, Chien‐Chiang Lee, Chien‐Chiang Lee et al.
131,15920.0Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion networkInformation Fusion2022-01-01Linfeng Tang, Jiteng Yuan, Jiayi Ma
141,14921.3Guidelines for advancing theory and practice through bibliometric researchJournal of Business Research2022-05-02Debmalya Mukherjee, Weng Marc Lim, Satish Kumar et al.
151,13120.2Worst-Case Analysis of a New Heuristic for the Travelling Salesman ProblemOperations Research Forum2022-03-01Nicos Christofides
161,13022.4Dissecting green returnsJournal of Financial Economics2022-08-12Ľuboš Pástor, Robert F. Stambaugh, Lucian A. Taylor
171,11519.7Snake Optimizer: A novel meta-heuristic optimization algorithmKnowledge-Based Systems2022-02-08Fatma A. Hashim, Abdelazim G. Hussien
181,08823.6Deep Neural Networks and Tabular Data: A SurveyIEEE Transactions on Neural Networks and Learning Systems2022-12-23Vadim Borisov, Tobias Leemann, Kathrin Seßler et al.
191,04920.8Human-in-the-loop machine learning: a state of the artArtificial Intelligence Review2022-08-17Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos et al.
201,04621.6Literature reviews as independent studies: guidelines for academic practiceReview of Managerial Science2022-10-14Sascha Kraus, Matthias Breier, Weng Marc Lim et al.
211,04418.0Generalizing to Unseen Domains: A Survey on Domain GeneralizationIEEE Transactions on Knowledge and Data Engineering2022-01-01Jindong Wang, Cuiling Lan, Chang Liu et al.
221,02720.6Count (and count-like) data in financeJournal of Financial Economics2022-09-05Jonathan B. Cohn, Zack Liu, Malcolm Wardlaw
231,02322.0What factors contribute to the acceptance of artificial intelligence? A systematic reviewTelematics and Informatics2022-12-14Sage Kelly, Sherrie-Anne Kaye, Óscar Oviedo-Trespalacios
241,02221.3Coati Optimization Algorithm: A new bio-inspired metaheuristic algorithm for solving optimization problemsKnowledge-Based Systems2022-10-28Mohammad Dehghani, Zeinab Montazeri, Eva Trojovská et al.
2599619.3ESG disclosure and financial performance: Moderating role of ESG investorsInternational Review of Financial Analysis2022-07-09Zhongfei Chen, Guanxia Xie

Finance# Dashboard →

Most-cited finance papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
13,14055.9How much should we trust staggered difference-in-differences estimates?Journal of Financial Economics2022-02-22Andrew C. Baker, David F. Larcker, Charles C. Y. Wang
21,13022.4Dissecting green returnsJournal of Financial Economics2022-08-12Ľuboš Pástor, Robert F. Stambaugh, Lucian A. Taylor
31,02720.6Count (and count-like) data in financeJournal of Financial Economics2022-09-05Jonathan B. Cohn, Zack Liu, Malcolm Wardlaw
499619.3ESG disclosure and financial performance: Moderating role of ESG investorsInternational Review of Financial Analysis2022-07-09Zhongfei Chen, Guanxia Xie
583917.7Impact of ESG performance on firm value and profitabilityBorsa Istanbul Review2022-11-17Mahmut Aydoğmuş, Güzhan Gülay, Korkmaz ERGUN
668812.4The impact of the FinTech revolution on the future of banking: Opportunities and risksInternational Review of Financial Analysis2022-03-09Victor Murinde, Efthymios Rizopoulos, Markos Zachariadis
768412.6Digitalization, competition strategy and corporate innovation: Evidence from Chinese manufacturing listed companiesInternational Review of Financial Analysis2022-04-22Huwei Wen, Qiming Zhong, Chien‐Chiang Lee
857110.6ESG disclosure and Firm performance: A bibliometric and meta analysisResearch in International Business and Finance2022-04-28Muhammad Arif Khan
95229.7Heterogeneous impacts of wars on global equity markets: Evidence from the invasion of UkraineFinance research letters2022-05-04Sabri Boubaker, John W. Goodell, Dharen Kumar Pandey et al.
105089.2Fintech, financial constraints and innovation: Evidence from ChinaJournal of Corporate Finance2022-04-01Na Ding, Leilei Gu, Yuchao Peng

Accounting# Dashboard →

Most-cited accounting papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
181917.4Environmental, Social, and Governance (ESG) disclosure: A literature reviewThe British Accounting Review2022-11-24Albert Tsang, Tracie S. Frost, Huijuan Cao
265011.7Stock price reactions to ESG news: the role of ESG ratings and disagreementReview of Accounting Studies2022-03-10George Serafeim, Aaron S. Yoon
358212.3Accounting and auditing with blockchain technology and artificial Intelligence: A literature reviewInternational Journal of Accounting Information Systems2022-11-24Hongdan Han, Radha K. Shiwakoti, Robin Jarvis et al.
44588.9Is artificial intelligence improving the audit process?Review of Accounting Studies2022-07-07Anastassia Fedyk, James Hodson, Natalya V. Khimich et al.
54158.0Do ESG funds make stakeholder-friendly investments?Review of Accounting Studies2022-06-27Aneesh Raghunandan, Shiva Rajgopal
63095.4Why are expanded audit reports not informative to investors? Evidence from the United KingdomReview of Accounting Studies2022-01-19Clive S. Lennox, Jaime J. Schmidt, Anne M. Thompson
72414.7Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experimentsJournal of Accounting and Economics2022-07-18Christopher Armstrong, John D. Kepler, Delphine Samuels et al.
82334.6The role of the external auditor in managing environmental, social, and governance (ESG) reputation riskReview of Accounting Studies2022-08-16Bright Asante‐Appiah, Tamara A. Lambert
92324.0A review of China-related accounting research in the past 25 yearsJournal of Accounting and Economics2022-01-01Clive S. Lennox, Joanna S. Wu
102204.0Trust, social capital, and the bond market benefits of ESG performanceReview of Accounting Studies2022-04-14Hami Amiraslani, Karl V. Lins, Henri Servaes et al.

Economics# Dashboard →

Most-cited economics papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
11,18520.8How does green finance affect green total factor productivity? Evidence from ChinaEnergy Economics2022-01-29Chi‐Chuan Lee, Chien‐Chiang Lee, Chien‐Chiang Lee et al.
294416.5Forecasting: theory and practiceInternational Journal of Forecasting2022-01-19Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos et al.
382214.5Environmental decentralization, digital finance and green technology innovationStructural Change and Economic Dynamics2022-02-12Suling Feng, Rong Zhang, Guoxiang Li
469612.7Digital economy and carbon emission performance: Evidence at China's city levelEnergy Policy2022-04-07Wei David Zhang, Xuemeng Liu, Die Wang et al.
562512.8Effects of digital economy on carbon emission reduction: New evidence from ChinaEnergy Policy2022-10-01Ming Yi, Yafen Liu, Mingyue Selena Sheng et al.
658510.2M5 accuracy competition: Results, findings, and conclusionsInternational Journal of Forecasting2022-01-11Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos
758411.4Climate policy uncertainty and firm-level total factor productivity: Evidence from ChinaEnergy Economics2022-07-27Xiaohang Ren, Xiao Zhang, Cheng Yan et al.
856910.5The impact of the Ukraine–Russia war on world stock market returnsEconomics Letters2022-04-21Whelsy Boungou, Alhonita Yatié
954710.0How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from TaiwanResearch Policy2022-04-13Chih‐Hai Yang
1054511.5Can enterprise digitization improve ESG performance?Economic Modelling2022-11-14Mingyue Fang, Huihua Nie, Xinyi Shen

Management# Dashboard →

Most-cited management papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
11,14921.3Guidelines for advancing theory and practice through bibliometric researchJournal of Business Research2022-05-02Debmalya Mukherjee, Weng Marc Lim, Satish Kumar et al.
21,04621.6Literature reviews as independent studies: guidelines for academic practiceReview of Managerial Science2022-10-14Sascha Kraus, Matthias Breier, Weng Marc Lim et al.
392316.7Unlocking the value of artificial intelligence in human resource management through AI capability frameworkHuman Resource Management Review2022-03-23Soumyadeb Chowdhury, Prasanta Kumar Dey, Sian Joel-Edgar et al.
485615.5Innovation in emerging economies: Research on the digital economy driving high-quality green developmentJournal of Business Research2022-03-25Dan Ma, Qing Zhu
582116.0Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in ChinaTechnological Forecasting and Social Change2022-07-19Muhammad Faisal Irfan, Asif Razzaq, Arshian Sharif et al.
681414.7Mastering digital transformation: The nexus between leadership, agility, and digital strategyJournal of Business Research2022-03-21Bader Khamis AlNuaimi, Sanjay Kumar Singh, Shuang Ren et al.
774513.9Can digital transformation promote enterprise performance? —From the perspective of public policy and innovationJournal of Innovation & Knowledge2022-05-09Yongzhang Peng, Changqi Tao
872412.6Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promisesTechnological Forecasting and Social Change2022-01-17Chetna Chauhan, Vinit Parida, Amandeep Dhir
967814.3Marketing in the Metaverse: Conceptual understanding, framework, and research agendaJournal of Business Research2022-11-17Kevin Giang Barrera, Denish Shah
1062312.7Digital transformation: A review and research agendaEuropean Management Journal2022-09-23Dmitry Plekhanov, Henrik Franke, Torbjørn H. Netland

Marketing# Dashboard →

Most-cited marketing papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
157910.0Online influencer marketingJournal of the Academy of Marketing Science2022-01-08Fine F. Leung, Flora Fang Gu, Robert W. Palmatier
25459.8Digital technologies: tensions in privacy and dataJournal of the Academy of Marketing Science2022-03-05Sara Quach, Park Thaichon, Kelly D. Martin et al.
35269.7Digital transformation and sustainable performance: The moderating role of market turbulenceIndustrial Marketing Management2022-04-23Lixu Li
44678.5Unveiling ways to reach organic purchase: Green perceived value, perceived knowledge, attitude, subjective norm, and trustJournal of Retailing and Consumer Services2022-03-30Taewoo Roh, Junhee Seok, Yaeri Kim
54408.5Artificial empathy in marketing interactions: Bridging the human-AI gap in affective and social customer experienceJournal of the Academy of Marketing Science2022-07-08Yuping Liu–Thompkins, Shintaro Okazaki, Hairong Li
64178.9Social interactions in the metaverse: Framework, initial evidence, and research roadmapJournal of the Academy of Marketing Science2022-12-06Thorsten Hennig‐Thurau, Dorothea Nilusha Aliman, Alina Marie Herting et al.
73757.7Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experienceJournal of Retailing and Consumer Services2022-09-29Sergio Barta, Daniel Belanche, Ana Fernández et al.
83686.4The role of utilitarian and hedonic aspects in the continuance intention to use social mobile appsJournal of Retailing and Consumer Services2022-01-10Khaoula Akdim, Luis V. Casaló, Carlos Flavián
93667.8Understanding the user satisfaction and loyalty of customer service chatbotsJournal of Retailing and Consumer Services2022-11-24Chin‐Lung Hsu, Judy Chuan‐Chuan Lin
103566.8More than a Feeling: Accuracy and Application of Sentiment AnalysisInternational Journal of Research in Marketing2022-06-20Jochen Hartmann, Mark Heitmann, Christian Siebert et al.

Information Systems# Dashboard →

Most-cited information systems papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
12,75153.4Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policyInternational Journal of Information Management2022-07-15Yogesh Kumar Dwivedi, Laurie Hughes, Abdullah Mohammed Baabdullah et al.
21,02322.0What factors contribute to the acceptance of artificial intelligence? A systematic reviewTelematics and Informatics2022-12-14Sage Kelly, Sherrie-Anne Kaye, Óscar Oviedo-Trespalacios
376814.9Reskilling and Upskilling the Future-ready Workforce for Industry 4.0 and BeyondInformation Systems Frontiers2022-07-13Ling Li
458711.2Artificial Intelligence (AI) Student Assistants in the Classroom: Designing Chatbots to Support Student SuccessInformation Systems Frontiers2022-06-14Yu Chen, Scott Jensen, Leslie Jordan Albert et al.
55349.3Impact of digital leadership capability on innovation performance: The role of platform digitization capabilityInformation & Management2022-01-06Jose Benitez, Alvaro E. Arenas, Ana Castillo et al.
64899.2Immersive virtual reality in the age of the Metaverse: A hybrid-narrative review based on the technology affordance perspectiveThe Journal of Strategic Information Systems2022-06-01Ersin Dincelli, Alper Yayla
74819.9AI adoption and diffusion in public administration: A systematic literature review and future research agendaGovernment Information Quarterly2022-10-12Rohit Madan, Mona Ashok
84257.5The challenges of entering the metaverse: An experiment on the effect of extended reality on workloadInformation Systems Frontiers2022-02-12Nannan Xi, Juan Chen, Filipe Gama et al.
93968.4Digital transformation and European small and medium enterprises (SMEs): A comparative study using digital economy and society index dataInternational Journal of Information Management2022-11-17Marinko Škare, María de las Mercedes de Obesso, Samuel Ribeiro Navarrete
103796.8Artificial intelligence in E-Commerce: a bibliometric study and literature reviewElectronic Markets2022-03-01Ransome Epie Bawack, Samuel Fosso Wamba, Kévin Carillo et al.

Tourism and Hospitality# Dashboard →

Most-cited tourism and hospitality papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
158510.7Immersive technology: A meta-analysis of augmented/virtual reality applications and their impact on tourism experienceTourism Management2022-04-01Xiaojun Fan, Xinyu Jiang, Nianqi Deng
23516.6Investigating the double-edged sword effect of AI awareness on employee's service innovative behaviorTourism Management2022-05-20Xuedong Liang, Gengxuan Guo, Lingli Shu et al.
33507.0Artificial intelligence in tourism and hospitality: Bibliometric analysis and research agendaInternational Journal of Hospitality Management2022-08-24Mouna Knani, Saïd Echchakoui, Riadh Ladhari
43256.0Service robots: Applying social exchange theory to better understand human–robot interactionsTourism Management2022-05-04Hyunsu Kim, Kevin Kam Fung So, Jochen Wirtz
52825.4Effects of green human resource management on green innovation through green human capital, environmental knowledge, and managerial environmental concernJournal of Hospitality and Tourism Management2022-06-21Sidra Munawar, Hummaira Qudsia Yousaf, Muneeb Ahmed et al.
62685.6A review of tourism and climate change mitigation: The scales, scopes, stakeholders and strategies of carbon managementTourism Management2022-11-10Stefan Gößling, Martin Balas, Marius Mayer et al.
72394.2Exploring the factors influencing the adoption and usage of Augmented Reality and Virtual Reality applications in tourism education within the context of COVID-19 pandemicJournal of Hospitality Leisure Sport & Tourism Education2022-01-17Shiwei Shen, Kexin Xu, Marios D. Sotiriadis et al.
82324.4Green purchase and sustainable consumption: A comparative study between European and non-European touristsTourism Management Perspectives2022-06-22Md. Nekmahmud, Haywantee Rumi Ramkissoon, Mária Fekete‐Farkas
92294.0Tourism e-commerce live streaming: Identifying and testing a value-based marketing framework from the live streamer perspectiveTourism Management2022-02-02Chaowu Xie, Jun Yu, Songshan Sam Huang et al.
102284.3Online food delivery: A systematic synthesis of literature and a framework developmentInternational Journal of Hospitality Management2022-05-18Amit Shankar, Charles Jebarajakirthy, Preeti Nayal et al.

Operations Research# Dashboard →

Most-cited operations research papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
11,13120.2Worst-Case Analysis of a New Heuristic for the Travelling Salesman ProblemOperations Research Forum2022-03-01Nicos Christofides
277814.7A comparative analysis of K-Nearest Neighbor, Genetic, Support Vector Machine, Decision Tree, and Long Short Term Memory algorithms in machine learningDecision Analytics Journal2022-05-27Malti Bansal, Apoorva Goyal, Apoorva Choudhary
34608.4The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEsInternational Journal of Production Economics2022-03-31Oscar Rodríguez-Espíndola, Ana Cuevas-Romo, Soumyadeb Chowdhury et al.
44407.6Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly researchAnnals of Operations Research2022-01-03Satish Kumar, Dipasha Sharma, Sandeep Keshava Rao et al.
54228.6Artificial intelligence and big data analytics for supply chain resilience: a systematic literature reviewAnnals of Operations Research2022-09-30Efpraxia D. Zamani, Conn Smyth, Samrat Gupta et al.
64037.3Cloud supply chain: Integrating Industry 4.0 and digital platforms in the “Supply Chain-as-a-Service”Transportation Research Part E Logistics and Transportation Review2022-03-17Dmitry Ivanov, Alexandre B. Dolgui, Boris Sokolov
73747.0A novel LOPCOW‐DOBI multi‐criteria sustainability performance assessment methodology: An application in developing country banking sectorOmega2022-05-22Fatih Ecer, Dragan Stevan Pamucar
83406.7Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based viewInternational Journal of Production Economics2022-08-01Rameshwar Dubey, David Bryde, Yogesh Kumar Dwivedi et al.
93306.3Artificial intelligence and blockchain implementation in supply chains: a pathway to sustainability and data monetisation?Annals of Operations Research2022-06-21Naoum Tsolakis, Roman Schumacher, Manoj Kumar Dora et al.
103246.0A literature review of Artificial Intelligence applications in railway systemsTransportation Research Part C Emerging Technologies2022-05-05Ruifan Tang, Lorenzo De Donato, Nikola Bešinović et al.

AI# Dashboard →

Most-cited AI papers published in 2022
#CitationsPer monthTitleJournalPublishedAuthors
14,68283.2A Survey on Vision TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence2022-02-18Kai Han, Yunhe Wang, Hanting Chen et al.
23,29364.6Learning to Prompt for Vision-Language ModelsInternational Journal of Computer Vision2022-07-31Kaiyang Zhou, Jingkang Yang, Chen Change Loy et al.
31,82331.5Image Super-Resolution Via Iterative RefinementIEEE Transactions on Pattern Analysis and Machine Intelligence2022-01-01Chitwan Saharia, Jonathan Ho, William Chan et al.
41,54227.2A survey on sentiment analysis methods, applications, and challengesArtificial Intelligence Review2022-02-07Mayur Wankhade, Annavarapu Chandra Sekhara Rao, Chaitanya Kulkarni
51,35924.7Towards Personalized Federated LearningIEEE Transactions on Neural Networks and Learning Systems2022-03-28Alysa Ziying Tan, Han Yu, Lizhen Cui et al.
61,33824.0Learning From Noisy Labels With Deep Neural Networks: A SurveyIEEE Transactions on Neural Networks and Learning Systems2022-03-07Hwanjun Song, Minseok Kim, Dongmin Park et al.
71,33625.6Graph neural network for traffic forecasting: A surveyExpert Systems with Applications2022-06-23Weiwei Jiang, Jiayun Luo
81,20620.8Domain Generalization: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence2022-01-01Kaiyang Zhou, Ziwei Liu, Yu Qiao et al.
91,19321.7PIAFusion: A progressive infrared and visible image fusion network based on illumination awareInformation Fusion2022-03-29Linfeng Tang, Jiteng Yuan, Hao Zhang et al.
101,15920.0Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion networkInformation Fusion2022-01-01Linfeng Tang, Jiteng Yuan, Jiayi Ma

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Scholar4AI. (2026). Most-cited papers published in 2022. Journal Research Rankings. Retrieved October 29, 2026, from https://scholar4ai.com/rankings/cited/2022

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  author = {{Scholar4AI}},
  title = {Most-cited papers published in 2022},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/rankings/cited/2022}},
  urldate = {2026-10-29},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).