Houbing Song

28.9k total citations · 9 hit papers
626 papers, 19.9k citations indexed

About

Houbing Song is a scholar working on Computer Networks and Communications, Electrical and Electronic Engineering and Artificial Intelligence. According to data from OpenAlex, Houbing Song has authored 626 papers receiving a total of 19.9k indexed citations (citations by other indexed papers that have themselves been cited), including 286 papers in Computer Networks and Communications, 182 papers in Electrical and Electronic Engineering and 135 papers in Artificial Intelligence. Recurrent topics in Houbing Song's work include IoT and Edge/Fog Computing (111 papers), UAV Applications and Optimization (58 papers) and Vehicular Ad Hoc Networks (VANETs) (50 papers). Houbing Song is often cited by papers focused on IoT and Edge/Fog Computing (111 papers), UAV Applications and Optimization (58 papers) and Vehicular Ad Hoc Networks (VANETs) (50 papers). Houbing Song collaborates with scholars based in United States, China and United Kingdom. Houbing Song's co-authors include Zhihan Lv, Yongxin Liu, Jiachen Yang, Jian Wang, Dingde Jiang, Bin Jiang, Shuteng Niu, Wenjia Li, Yunchuan Sun and Rongfang Bie and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Scientific Reports.

In The Last Decade

Houbing Song

587 papers receiving 19.2k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Internet of Things and Big Data Analytics for Smart and Connected Communities

2016 613 citations Houbing Song et al. IEEE Access profile →
A Decade Survey of Transfer Learning (2010–2020)

2020 430 citations Yongxin Liu, Houbing Song et al. IEEE Transactions on Artificial Intelligence profile →
ART: An Attack-Resistant Trust Management Scheme for Securing Vehicular Ad Hoc Networks

2015 374 citations Houbing Song et al. IEEE Transactions on Intelligent Transportation Systems profile →
Imperfect Information Dynamic Stackelberg Game Based Resource Allocation Using Hidden Markov for Cloud Computing

2016 285 citations Houbing Song, Jiachen Yang et al. IEEE Transactions on Services Computing profile →
A Survey on Blockchain Technology: Evolution, Architecture and Security

2021 278 citations Houbing Song et al. IEEE Access profile →
Next-Generation Big Data Analytics: State of the Art, Challenges, and Future Research Topics

2017 261 citations Zhihan Lv, Houbing Song et al. IEEE Transactions on Industrial Informatics profile →
A Novel Hybrid Particle Swarm Optimization Algorithm for Path Planning of UAVs

2022 198 citations Houbing Song et al. IEEE Internet of Things Journal profile →
Communication and Control in Collaborative UAVs: Recent Advances and Future Trends

2023 126 citations Houbing Song, Muhammad Bilal et al. IEEE Transactions on Intelligent Transportation Systems profile →
A Survey on Cyber–Physical Systems Security

2023 81 citations Houbing Song et al. IEEE Internet of Things Journal profile →

Peers

Countries citing papers authored by Houbing Song

Since Specialization

Citations

This map shows the geographic impact of Houbing Song's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Houbing Song with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Houbing Song more than expected).

Fields of papers citing papers by Houbing Song

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Houbing Song. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Houbing Song. The network helps show where Houbing Song may publish in the future.

Co-authorship network of co-authors of Houbing Song

This figure shows the co-authorship network connecting the top 25 collaborators of Houbing Song. A scholar is included among the top collaborators of Houbing Song based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Houbing Song. Houbing Song is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Quantum AI-Enhanced IoT–Fog Communication: A Survey From Cybersecurity and Data Privacy Perspective 2025 ·IEEE Communications Surveys & Tutorials ·(unknown), Senthil Kumar Jagatheesaperumal, Kelton Augusto Pontara da Costa, K. Acharya, Houbing Song, Mohsen Guizani, Victor Hugo C. de Albuquerque	0
2	A trust and bundling-based task allocation scheme to enhance completion rate and data quality for mobile crowdsensing 2025 ·Computer Networks ·(unknown), Houbing Song, Tian Wang, Shaobo Zhang, Mianxiong Dong, Anfeng Liu	0
3	DRAM: Digital Twin-Driven Double-Layer Reverse Auction Method for Multi-Platform Vehicular Crowdsensing 2025 ·IEEE Transactions on Mobile Computing ·Zhenning Wang, (unknown), Huan Zhou, Xiaokang Zhou, Jiawen Kang, Houbing Song	0
4	A Decentralized, Secure, and Reliable Vehicle Platoon Formation With Privacy Protection for Autonomous Vehicles 2025 ·IEEE Transactions on Intelligent Transportation Systems ·(unknown), Amjad Mehmood, Houbing Song, Carsten Maple	1
5	Self-Adaptive Fourier Augmentation Framework for Crack Segmentation in Industrial Scenarios 2025 ·IEEE Transactions on Industrial Informatics ·Zhuangzhuang Chen, (unknown), (unknown), Jie Chen, Houbing Song, (unknown), Jianqiang Li	0
6	CPDZ: A Credibility-Aware and Privacy-Preserving Data Collection Scheme With Zero-Trust in Next-Generation Crowdsensing Networks 2025 ·IEEE Journal on Selected Areas in Communications ·Jianheng Tang, (unknown), (unknown), Anfeng Liu, Naixue Xiong, Houbing Song, Victor C. M. Leung	1
7	Multi-Beam Beamforming-Based ML Algorithm to Optimize the Routing of Drone Swarms 2024 ·Drones ·(unknown), (unknown), (unknown), (unknown), Houbing Song	4
8	A Survey on Symbolic Knowledge Distillation of Large Language Models 2024 ·IEEE Transactions on Artificial Intelligence ·K. Acharya, Alvaro Velasquez, Houbing Song	12
9	RMDF-CV: A Reliable Multi-Source Data Fusion Scheme With Cross Validation for Quality Service Construction in Mobile Crowd Sensing 2024 ·IEEE Transactions on Services Computing ·(unknown), (unknown), Runsheng Li, Yun Li, Anfeng Liu, Jianheng Tang, Tian Wang, Mianxiong Dong, Houbing Song	6
10	Enhancing Secure Communication in 6G-Enabled IoV through UAV and Control Center Integration 2024 ·Andreas S. Andreou, Constandinos X. Mavromoustakis, Jordi Mongay Batalla, Evangelos Markakis, Athina Bourdena, George Mastorakis, Houbing Song	1
11	Incomplete multi-view clustering via structure exploration and missing-view inference 2023 ·Information Fusion ·(unknown), Lusi Li, Xin Ning, Wenkai Tan, Yongxin Liu, Houbing Song	18
12	Locally private estimation of conditional probability distribution for random forest in multimedia applications 2023 ·Information Sciences ·Xiaotong Wu, Muhammad Bilal, Xiaolong Xu, Houbing Song	2
13	On the Integration of User Preferences by Using a Hybrid Methodology for Multi-Criteria Decision Making 2023 ·IEEE Access ·(unknown), Constandinos X. Mavromoustakis, Evangelos Markakis, Houbing Song	3
14	ST-InNet: Deep Spatio-Temporal Inception Networks for Traffic Flow Prediction in Smart Cities 2022 ·IEEE Transactions on Intelligent Transportation Systems ·Fei Dai, (unknown), Qi Mo, Xiaolong Xu, Muhammad Bilal, Houbing Song	13
15	CSG: Classifier-Aware Defense Strategy Based on Compressive Sensing and Generative Networks for Visual Recognition in Autonomous Vehicle Systems 2022 ·IEEE Transactions on Intelligent Transportation Systems ·Jia Wang, (unknown), Chengwen Luo, Jie Chen, Houbing Song, Jianqiang Li	12
16	Trustworthy authorization method for security in Industrial Internet of Things 2021 ·Ad Hoc Networks ·Yang Zhao, Jiachen Yang, Yongjun Bao, Houbing Song	10
17	Global Visual and Semantic Observations for Outdoor Robot Localization 2020 ·IEEE Transactions on Network Science and Engineering ·Jianqiang Li, Shuqing Hu, Qinjian Li, Jie Chen, Victor C. M. Leung, Houbing Song	9
18	Deep-Learning-Enabled Security Issues in the Internet of Things 2020 ·IEEE Internet of Things Journal ·Zhihan Lv, Liang Qiao, Jinhua Li, Houbing Song	134
19	Efficient Data Forwarding in Internet of Things and Sensor Networks 2018 ·Wireless Communications and Mobile Computing ·Dongkyun Kim, Houbing Song, Juan‐Carlos Cano, Wei Wang	1
20	No-Reference Stereoimage Quality Assessment for Multimedia Analysis Towards Internet-of-Things 2018 ·IEEE Access ·Jiachen Yang, Bin Jiang, Houbing Song, (unknown), Wen Lu, (unknown)	11

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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