Institution · Beijing Jiaotong University
Most cited papers from Beijing Jiaotong University
What are the most cited papers from Beijing Jiaotong University?
The most cited paper from Beijing Jiaotong University is "LightGBM: A Highly Efficient Gradient Boosting Decision Tree" (Guolin Ke, Qi Meng, Thomas Finley et al., 2017), with 9,485 citations. Next come "Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting" (2,973) and "Genetics of rheumatoid arthritis contributes to biology and drug discovery" (2,501).
Showing 50 of 60 papers. Every paper with more than 543 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | LightGBM: A Highly Efficient Gradient Boosting Decision Tree Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) | 4 Dec 2017 | 9,485 |
| 2 | Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting Shengnan Guo, Youfang Lin, Ning Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence | 17 Jul 2019 | 2,973 |
| 3 | Genetics of rheumatoid arthritis contributes to biology and drug discovery Yukinori Okada et al. · Nature | 24 Dec 2013 | 2,501 |
| 4 | Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement Chunle Guo, Chongyi Li, Jichang Guo et al. | Jun 2020 | 2,406 |
| 5 | Reconfigurable Intelligent Surfaces: Principles and Opportunities Yuanwei Liu, Xiao Liu, Xidong Mu et al. · IEEE Communications Surveys & Tutorials | 2021 | 1,860 |
| 6 | The Impact of Technostress on Role Stress and Productivity Monideepa Tarafdar, Qiang Tu, Bhanu S. Ragu-Nathan et al. · Journal of Management Information Systems | Jul 2007 | 1,841 |
| 7 | Learning to Detect a Salient Object Tie Liu, Zejian Yuan, Jian Qiao Sun et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 19 Mar 2010 | 1,821 |
| 8 | An Electrochemical Avenue to Green‐Luminescent Graphene Quantum Dots as Potential Electron‐Acceptors for Photovoltaics Yan Li, Yue Hu, Yang Zhao et al. · Advanced Materials | 15 Dec 2010 | 1,620 |
| 9 | Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting Chao Song, Youfang Lin, Shengnan Guo et al. · Proceedings of the AAAI Conference on Artificial Intelligence | 3 Apr 2020 | 1,590 |
| 10 | Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction Xiaolei Ma, Zhuang Dai, Zhengbing He et al. · Sensors | 10 Apr 2017 | 1,432 |
| 11 | From model-based control to data-driven control: Survey, classification and perspective Zhongsheng Hou, Zhuo Wang · Information Sciences | 4 Aug 2012 | 1,407 |
| 12 | Medium-Voltage Multilevel Converters—State of the Art, Challenges, and Requirements in Industrial Applications Haitham Abu‐Rub, Joachim Holtz, José Rodríguez et al. · IEEE Transactions on Industrial Electronics | 14 Apr 2010 | 1,337 |
| 13 | Functionalized hexagonal boron nitride nanomaterials: emerging properties and applications Qunhong Weng, Xuebin Wang, Xuebin Wang et al. · Chemical Society Reviews | 2016 | 1,282 |
| 14 | Big Data Analytics in Intelligent Transportation Systems: A Survey Li Zhu, Fei Richard Yu, Yige Wang et al. · IEEE Transactions on Intelligent Transportation Systems | 23 Apr 2018 | 1,090 |
| 15 | Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding Chongyi Li, Saeed Anwar, Junhui Hou et al. · IEEE Transactions on Image Processing | 2021 | 1,028 |
| 16 | Prospective Multiple Antenna Technologies for Beyond 5G Jiayi Zhang, Emil Björnson, Michail Matthaiou et al. · IEEE Journal on Selected Areas in Communications | 10 Jun 2020 | 906 |
| 17 | Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei, Jiashi Feng, Xiaodan Liang et al. | Jul 2017 | 904 |
| 18 | Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-Based Approach Xiongwen Cheng, Feng Lyu, Wei Quan et al. · IEEE Journal on Selected Areas in Communications | 21 Mar 2019 | 894 |
| 19 | LayerCAM: Exploring Hierarchical Class Activation Maps for Localization Peng-Tao Jiang, Chang–Bin Zhang, Qibin Hou et al. · IEEE Transactions on Image Processing | 2021 | 858 |
| 20 | A Review on Organic–Inorganic Halide Perovskite Photodetectors: Device Engineering and Fundamental Physics Mahshid Ahmadi, Ting Wu, Bin Hu · Advanced Materials | 14 Sep 2017 | 827 |
| 21 | Comparison of different cooling methods for lithium ion battery cells Dafen Chen, Jiuchun Jiang, Gi‐Heon Kim et al. · Applied Thermal Engineering | 25 Oct 2015 | 825 |
| 22 | Computation Offloading and Resource Allocation For Cloud Assisted Mobile Edge Computing in Vehicular Networks Junhui Zhao, Qiuping Li, Yi Gong et al. · IEEE Transactions on Vehicular Technology | 25 Jun 2019 | 814 |
| 23 | HCP: A Flexible CNN Framework for Multi-Label Image Classification Yunchao Wei, Wei Xia, Min Lin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 26 Oct 2015 | 802 |
| 24 | A Novel Data-Driven Control Approach for a Class of Discrete-Time Nonlinear Systems Zhongsheng Hou, Shangtai Jin · IEEE Transactions on Control Systems Technology | 23 Dec 2010 | 797 |
| 25 | MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Sheng Chen, Yang Liu, Xiang Gao et al. · Lecture notes in computer science | 2018 | 770 |
| 26 | Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting Shengnan Guo, Youfang Lin, Huaiyu Wan et al. · IEEE Transactions on Knowledge and Data Engineering | 3 Feb 2021 | 766 |
| 27 | Managing carbon footprints in inventory management Guowei Hua, T.C.E. Cheng, Shouyang Wang · International Journal of Production Economics | 15 Apr 2011 | 755 |
| 28 | Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey Weiting Zhang, Dong Yang, Hongchao Wang · IEEE Systems Journal | 7 May 2019 | 719 |
| 29 | Pathomechanisms of Oxidative Stress in Inflammatory Bowel Disease and Potential Antioxidant Therapies Tian Tian, Ziling Wang, Jinhua Zhang · Oxidative Medicine and Cellular Longevity | 2017 | 716 |
| 30 | On Model-Free Adaptive Control and Its Stability Analysis Zhongsheng Hou, Shuangshuang Xiong · IEEE Transactions on Automatic Control | 22 Jan 2019 | 696 |
| 31 | Short-Term Load Forecasting With Deep Residual Networks Kunjin Chen, Kunlong Chen, Qin Wang et al. · IEEE Transactions on Smart Grid | 5 Jun 2018 | 687 |
| 32 | Data-Driven Model-Free Adaptive Control for a Class of MIMO Nonlinear Discrete-Time Systems Zhongsheng Hou, Shangtai Jin · IEEE Transactions on Neural Networks | Dec 2011 | 685 |
| 33 | 2D-LDA: A statistical linear discriminant analysis for image matrix Ming Li, Baozong Yuan · Pattern Recognition Letters | 21 Oct 2004 | 683 |
| 34 | Human symptoms–disease network Xuezhong Zhou, Jörg Menche, Albert-Ĺaszló Barabási et al. · Nature Communications | 26 Jun 2014 | 683 |
| 35 | Quantifying Losses in Open-Circuit Voltage in Solution-Processable Solar Cells Jizhong Yao, Thomas Kirchartz, Michelle S. Vezie et al. · Physical Review Applied | 28 Jul 2015 | 663 |
| 36 | Command Filter-Based Adaptive Fuzzy Finite-Time Output Feedback Control of Nonlinear Electrohydraulic Servo System Jiafeng Li, Ruihang Ji, Xiaoling Liang et al. · IEEE Transactions on Instrumentation and Measurement | 2022 | 658 |
| 37 | Versatile ternary organic solar cells: a critical review Qiaoshi An, Fujun Zhang, Jian Zhang et al. · Energy & Environmental Science | 27 Oct 2015 | 646 |
| 38 | Multi-crop Convolutional Neural Networks for lung nodule malignancy suspiciousness classification Wei Shen, Mu Zhou, Feng Yu Yang et al. · Pattern Recognition | 27 May 2016 | 645 |
| 39 | “Sponge City” in China—A breakthrough of planning and flood risk management in the urban context Faith Ka Shun Chan, James Andrew Griffiths, David Laurence Higgitt et al. · Land Use Policy | 18 Mar 2018 | 639 |
| 40 | Covalent Triazine Frameworks via a Low‐Temperature Polycondensation Approach Kewei Wang, Li‐Ming Yang, Xi Wang et al. · Angewandte Chemie International Edition | 19 Sep 2017 | 637 |
| 41 | Operator controlled device-to-device communications in LTE-advanced networks Lei Lei, Zhong Zhangdui, Chuang Lin et al. · IEEE Wireless Communications | Jun 2012 | 635 |
| 42 | Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking Qiang Wang, Teng Fang Zhu, Junliang Xing et al. | Jun 2018 | 619 |
| 43 | STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation Yunchao Wei, Xiaodan Liang, Yunpeng Chen et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 6 Dec 2016 | 619 |
| 44 | Significant Permission Identification for Machine-Learning-Based Android Malware Detection Jin Li, Lichao Sun, Qiben Yan et al. · IEEE Transactions on Industrial Informatics | 12 Jan 2018 | 615 |
| 45 | Traffic Flow Prediction via Spatial Temporal Graph Neural Network Xiaoyang Wang, Yao Ma, Yiqi Wang et al. | 20 Apr 2020 | 604 |
| 46 | Received-Signal-Strength-Based Indoor Positioning Using Compressive Sensing Chen Feng, Wain Sy Anthea Au, Shahrokh Valaee et al. · IEEE Transactions on Mobile Computing | 13 Oct 2011 | 603 |
| 47 | Multi-scale Convolutional Neural Networks for Lung Nodule Classification Wei Shen, Mu Zhou, Feng Yu Yang et al. · Lecture notes in computer science | 2015 | 592 |
| 48 | mTOR Signaling in Cancer and mTOR Inhibitors in Solid Tumor Targeting Therapy Tian Tian, Xiaoyi Li, Jinhua Zhang · International Journal of Molecular Sciences | 11 Feb 2019 | 591 |
| 49 | In vivo molecular imaging for immunotherapy using ultra-bright near-infrared-IIb rare-earth nanoparticles Yeteng Zhong, Zhuoran Ma, Feifei Wang et al. · Nature Biotechnology | 30 Sep 2019 | 587 |
| 50 | SymMap: an integrative database of traditional Chinese medicine enhanced by symptom mapping Yang Wu, Feilong Zhang, Kuo Yang et al. · Nucleic Acids Research | 22 Oct 2018 | 581 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.