| # | Title | Journal | Year | Citations |
|---|
| 1 | Residual Attention Network for Image Classification | Neurology | 2017 | 2,330 |
| 2 | Graph neural networks: A review of methods and applications | AI Open | 2020 | 1,973 |
| 3 | Deep visual domain adaptation: A survey | Neurocomputing | 2018 | 1,255 |
| 4 | Cooperative Non-Orthogonal Multiple Access in 5G Systems | IEEE Communications Letters | 2015 | 1,232 |
| 5 | Heterogeneous Graph Attention Network | IEEE Communications Letters | 2019 | 1,193 |
| 6 | Overview of Millimeter Wave Communications for Fifth-Generation (5G) Wireless Networks—With a Focus on Propagation Models | IEEE Transactions on Antennas and Propagation | 2017 | 1,025 |
| 7 | A survey on the security of blockchain systems | Future Generation Computer Systems | 2020 | 956 |
| 8 | Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection | Future Generation Computer Systems | 2020 | 862 |
| 9 | Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts | Science China Information Sciences | 2021 | 858 |
| 10 | A Vision of IoT: Applications, Challenges, and Opportunities With China Perspective | IEEE Internet of Things Journal | 2014 | 817 |
| 11 | CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes | IEEE Internet of Things Journal | 2018 | 771 |
| 12 | Heterogeneous Information Network Embedding for Recommendation | IEEE Transactions on Knowledge and Data Engineering | 2019 | 731 |
| 13 | A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications | IEEE Access | 2017 | 729 |
| 14 | Machine Learning and Deep Learning Methods for Cybersecurity | IEEE Access | 2018 | 704 |
| 15 | A survey of heterogeneous information network analysis | IEEE Transactions on Knowledge and Data Engineering | 2017 | 694 |
| 16 | A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks | IEEE Transactions on Wireless Communications | 2021 | 663 |
| 17 | Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity | IEEE Communications Magazine | 2015 | 651 |
| 18 | Blockchain and Federated Learning for Privacy-Preserved Data Sharing in Industrial IoT | IEEE Transactions on Industrial Informatics | 2020 | 650 |
| 19 | NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results | IEEE Transactions on Industrial Informatics | 2017 | 645 |
| 20 | Infrared Plasmonic Refractive Index Sensor with Ultra-High Figure of Merit Based on the Optimized All-Metal Grating | Nanoscale Research Letters | 2017 | 626 |
| 21 | Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience | IEEE Journal on Selected Areas in Communications | 2017 | 610 |
| 22 | Blockchain-Based Decentralized Trust Management in Vehicular Networks | IEEE Internet of Things Journal | 2019 | 610 |
| 23 | Deep Facial Expression Recognition: A Survey | IEEE Transactions on Affective Computing | 2022 | 603 |
| 24 | CRC-Aided Decoding of Polar Codes | IEEE Communications Letters | 2012 | 596 |
| 25 | xDeepFM | IEEE Communications Letters | 2018 | 591 |
| 26 | Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2012 | 589 |
| 27 | Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 564 |
| 28 | Fog-computing-based radio access networks: issues and challenges | IEEE Network | 2016 | 529 |
| 29 | Reconfigurable Intelligent Surfaces: Principles and Opportunities | IEEE Communications Surveys and Tutorials | 2021 | 520 |
| 30 | Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond | IEEE Journal on Selected Areas in Communications | 2022 | 514 |
| 31 | A new user similarity model to improve the accuracy of collaborative filtering | Knowledge-Based Systems | 2014 | 492 |
| 32 | Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network | Knowledge-Based Systems | 2019 | 488 |
| 33 | Very deep convolutional neural network based image classification using small training sample size | Knowledge-Based Systems | 2015 | 484 |
| 34 | A Survey of Blockchain Technology Applied to Smart Cities: Research Issues and Challenges | IEEE Communications Surveys and Tutorials | 2019 | 477 |
| 35 | An overview of Internet of Vehicles | China Communications | 2014 | 469 |
| 36 | Virtual network embedding through topology-aware node ranking | Computer Communication Review | 2011 | 446 |
| 37 | D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction | Computer Communication Review | 2018 | 435 |
| 38 | In-Band Full-Duplex Relaying: A Survey, Research Issues and Challenges | IEEE Communications Surveys and Tutorials | 2015 | 427 |
| 39 | Machine learning in materials science | Informační Materiály | 2019 | 427 |
| 40 | Heterogeneous Vehicular Networking: A Survey on Architecture, Challenges, and Solutions | IEEE Communications Surveys and Tutorials | 2015 | 425 |
| 41 | Edge computing technologies for Internet of Things: a primer | Digital Communications and Networks | 2018 | 422 |
| 42 | A Survey of Machine Learning Techniques Applied to Software Defined Networking (SDN): Research Issues and Challenges | IEEE Communications Surveys and Tutorials | 2019 | 418 |
| 43 | Performance of reliable transport protocol over IEEE 802.11 wireless LAN: analysis and enhancement | IEEE Communications Surveys and Tutorials | 0 | 398 |
| 44 | Cross-modal Retrieval with Correspondence Autoencoder | IEEE Communications Surveys and Tutorials | 2014 | 392 |
| 45 | Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition | IEEE Transactions on Image Processing | 2019 | 392 |
| 46 | Heterogeneous cloud radio access networks: a new perspective for enhancing spectral and energy efficiencies | IEEE Wireless Communications | 2014 | 390 |
| 47 | Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles | IEEE Transactions on Vehicular Technology | 2020 | 389 |
| 48 | The effect of financial development on ecological footprint in BRI countries: evidence from panel data estimation | Environmental Science and Pollution Research | 2019 | 387 |
| 49 | Detect Rumors Using Time Series of Social Context Information on Microblogging Websites | Environmental Science and Pollution Research | 2015 | 387 |
| 50 | Opportunities in mobile crowd sensing | Environmental Science and Pollution Research | 2014 | 381 |
