Jiqiang Liu

4.6k total citations · 3 hit papers
174 papers, 3.0k citations indexed

About

Jiqiang Liu is a scholar working on Artificial Intelligence, Information Systems and Computer Networks and Communications. According to data from OpenAlex, Jiqiang Liu has authored 174 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 78 papers in Artificial Intelligence, 77 papers in Information Systems and 47 papers in Computer Networks and Communications. Recurrent topics in Jiqiang Liu's work include Advanced Malware Detection Techniques (32 papers), Cryptography and Data Security (29 papers) and Blockchain Technology Applications and Security (26 papers). Jiqiang Liu is often cited by papers focused on Advanced Malware Detection Techniques (32 papers), Cryptography and Data Security (29 papers) and Blockchain Technology Applications and Security (26 papers). Jiqiang Liu collaborates with scholars based in China, United States and Singapore. Jiqiang Liu's co-authors include Xiangliang Zhang, Wei Wang, Wei Wang, Zhen Han, Xing Wang, Shuo Qiu, Zonghua Zhang, Xing Liu, Dawei Feng and Xiaolin Chang and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Transactions on Geoscience and Remote Sensing.

In The Last Decade

Jiqiang Liu

156 papers receiving 2.9k citations

Hit 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.

CreditCoin: A Privacy-Preserving Blockchain-Based Incentive Announcement Network for Communications of Smart Vehicles

2018 415 citations Jiqiang Liu, Shuo Qiu et al. profile →
Exploring Permission-Induced Risk in Android Applications for Malicious Application Detection

2014 252 citations Jiqiang Liu, Zhen Han et al. IEEE Transactions on Information Forensics and Security profile →
Enabling Intelligent Connectivity: A Survey of Secure ISAC in 6G Networks

2024 58 citations Jiqiang Liu, Tao Zhang et al. profile →

Peers

Countries citing papers authored by Jiqiang Liu

Since Specialization

Citations

This map shows the geographic impact of Jiqiang Liu'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 Jiqiang Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jiqiang Liu more than expected).

Fields of papers citing papers by Jiqiang Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jiqiang Liu. 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 Jiqiang Liu. The network helps show where Jiqiang Liu may publish in the future.

Co-authorship network of co-authors of Jiqiang Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Jiqiang Liu. A scholar is included among the top collaborators of Jiqiang Liu 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 Jiqiang Liu. Jiqiang Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Achieving Network Resilience Through Graph Neural Network-Enabled Deep Reinforcement Learning 2025 ·IEEE Network ·(unknown), Tao Zhang, Jian Wang, Zhen Han, Jiqiang Liu, Jiawen Kang, Dusit Niyato, Abbas Jamalipour	3
2	FedEditor: Efficient and Effective Federated Unlearning in Cooperative Intelligent Transportation Systems 2025 ·IEEE Transactions on Information Forensics and Security ·(unknown), Jiqiang Liu, (unknown), (unknown), (unknown), (unknown), Tao Li, Wei Wang	0
3	Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors 2025 ·IEEE Transactions on Dependable and Secure Computing ·(unknown), Dongqi Han, (unknown), Zhiliang Wang, (unknown), Yinlong Liu, Jiqiang Liu, Jin Song Dong	3
4	Protect NTN-IoT Security by Malicious Traffic Detection: A Multidimensional Hypergraph Learning Approach 2025 ·IEEE Internet of Things Journal ·(unknown), Tao Zhang, Jian Wang, Zhen Han, Nan Wang, Shaohua Fan, Hongyang Du, Jiawen Kang, Jiqiang Liu, Dusit Niyato	0
5	CurriculumPT: LLM-Based Multi-Agent Autonomous Penetration Testing with Curriculum-Guided Task Scheduling 2025 ·Applied Sciences ·(unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Jiqiang Liu, Wenjia Niu	0
6	Artificial intelligence in the diagnosis of cerebrovascular diseases using magnetic resonance imaging: A scoping review 2024 ·SHILAP Revista de lepidopterología ·(unknown), (unknown), Ying Peng, Silu Chen, Shuai Zhou, Jiqiang Liu, Song Gao, Guangming Zhu, Cong Han, Bing Wu	2
7	Path Exploration Strategy for Symbolic Execution based on Multi-strategy Active Learning 2024 ·(unknown), Dalin Zhang, Dongqing Zhu, (unknown), (unknown), Jiqiang Liu	0
8	Deep Reinforcement Learning-Based Moving Target Defense for Multicast in Software-Defined Satellite Networks 2024 ·(unknown), Tao Zhang, Changqiao Xu, Wei Dong, Minrui Xu, (unknown), Jiawen Kang, Jiqiang Liu, Dusit Niyato	2
9	MASTER: Multi-Source Transfer Weighted Ensemble Learning for Multiple Sources Cross-Project Defect Prediction 2024 ·IEEE Transactions on Software Engineering ·(unknown), Dalin Zhang, Jiqiang Liu, Weiwei Xing, (unknown), Wei Lu, (unknown)	6
10	Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation 2024 ·IEEE Network ·(unknown), (unknown), Endong Tong, (unknown), (unknown), (unknown), Lejun Zhang, Jiqiang Liu, Zhen Han, Wenjia Niu	6
11	Blockchain and Trusted Hardware-Enabled Data Scheduling for Edge Learning in Wireless IIoT 2024 ·IEEE Internet of Things Journal ·(unknown), Jiqiang Liu, Tao Zhang, Jian Wang, Zhenhui Yuan, Minrui Xu, (unknown), (unknown), Hongyang Du, Dusit Niyato	3
12	VeriCNN: Integrity verification of large-scale CNN training process based on zk-SNARK 2024 ·Expert Systems with Applications ·Yongkai Fan, (unknown), (unknown), Jiqiang Liu, Naixue Xiong, Shui Yu	3
13	Collaborative Attack Sequence Generation Model Based on Multiagent Reinforcement Learning for Intelligent Traffic Signal System 2024 ·International Journal of Intelligent Systems ·(unknown), (unknown), Thar Baker, Endong Tong, Ye Zhu, (unknown), (unknown), Zhen Han, Jiqiang Liu, Wenjia Niu	1
14	Image change combined with CNN power subway vent valve state monitoring 2024 ·Signal Image and Video Processing ·(unknown), Jiqiang Liu, Mengmeng Lu, (unknown), (unknown)	1
15	Vertical mechanical response of axial loaded pile to tunneling-induced pile exposure 2023 ·Computers and Geotechnics ·(unknown), Xuemin Zhang, (unknown), (unknown), Jiqiang Liu, (unknown), Wei Yu	6
16	Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning 2023 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), Yufei Han, Wei Wang, (unknown), Bin Wang, Jiqiang Liu, Xiangliang Zhang	47
17	Dual Privacy-Preserving Lightweight Navigation System for Vehicular Networks 2022 ·IEEE Access ·Yingying Yao, Xiaolin Chang, Lin Li, Jiqiang Liu, (unknown)	4
18	GeoCAM: An IP-Based Geolocation Service Through Fine-Grained and Stable Webcam Landmarks 2021 ·IEEE/ACM Transactions on Networking ·Qiang Li, Zhihao Wang, (unknown), (unknown), Haining Wang, Limin Sun, Jiqiang Liu	17
19	Smart Grid Nontechnical Loss Detection Based on Power Gateway Consortium Blockchain 2021 ·Security and Communication Networks ·Xudong He, Jian Wang, Jiqiang Liu, (unknown), (unknown), Zhen Han	1
20	The Strategy of TC 3.0: A Revolutionary Evolution in Trusted Computing 2016 ·Strategic Study of CAE ·Shen Chang-xiang, (unknown), Jiqiang Liu, Heng Ye, Shuo Qiu, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown)	7

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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