Mingqi Lv

1.9k total citations · 1 hit paper
65 papers, 1.3k citations indexed

About

Mingqi Lv is a scholar working on Signal Processing, Information Systems and Computer Networks and Communications. According to data from OpenAlex, Mingqi Lv has authored 65 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 30 papers in Signal Processing, 24 papers in Information Systems and 23 papers in Computer Networks and Communications. Recurrent topics in Mingqi Lv's work include Human Mobility and Location-Based Analysis (19 papers), Data Management and Algorithms (15 papers) and Network Security and Intrusion Detection (14 papers). Mingqi Lv is often cited by papers focused on Human Mobility and Location-Based Analysis (19 papers), Data Management and Algorithms (15 papers) and Network Security and Intrusion Detection (14 papers). Mingqi Lv collaborates with scholars based in China, United States and Thailand. Mingqi Lv's co-authors include Ling Chen, Gencai Chen, Tieming Chen, Tiantian Zhu, Shouling Ji, Imran Memon, Ibrar Hussain, Abdul Majid, Yinglong Li and Wei Xu and has published in prestigious journals such as NeuroImage, Journal of Cleaner Production and Pattern Recognition.

In The Last Decade

Mingqi Lv

58 papers receiving 1.2k citations

Hit Papers

Temporal Multi-Graph Convolutional Network for Traffic Fl... 2020 2026 2022 2024 2020 50 100 150 200
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.

  1. Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction
    2020 202 citations Mingqi Lv, Ling Chen et al. IEEE Transactions on Intelligent Transportation Systems profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Mingqi Lv China 21 484 419 302 274 261 65 1.3k
Xiucheng Li China 11 396 0.8× 335 0.8× 476 1.6× 258 0.9× 60 0.2× 27 1.1k
Arvind Thiagarajan United States 9 499 1.0× 179 0.4× 251 0.8× 263 1.0× 306 1.2× 11 1.3k
Xiaoliang Fan China 13 713 1.5× 316 0.8× 1.1k 3.5× 377 1.4× 105 0.4× 51 1.6k
Balqies Sadoun Jordan 17 86 0.2× 224 0.5× 163 0.5× 242 0.9× 399 1.5× 71 1.3k
Tieming Chen China 15 163 0.3× 256 0.6× 187 0.6× 230 0.8× 286 1.1× 67 789
Qi Han United States 21 395 0.8× 146 0.3× 157 0.5× 347 1.3× 900 3.4× 129 2.1k
Guanjie Zheng China 13 848 1.8× 161 0.4× 1.3k 4.4× 504 1.8× 99 0.4× 29 2.3k
Guangyin Jin China 16 544 1.1× 224 0.5× 777 2.6× 213 0.8× 51 0.2× 32 1.1k
Quinn Jacobson United States 17 613 1.3× 81 0.2× 540 1.8× 323 1.2× 1.0k 4.0× 27 2.5k
Ryan Herring United States 13 1.1k 2.2× 164 0.4× 1.2k 3.9× 292 1.1× 141 0.5× 16 1.9k

Countries citing papers authored by Mingqi Lv

Since Specialization
Citations

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

Fields of papers citing papers by Mingqi Lv

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mingqi Lv

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

All Works

20 of 20 papers shown
1.
Li, Mingda, et al.. (2025). HER-PT: An intelligent penetration testing framework with Hindsight Experience Replay. Computers & Security. 152. 104357–104357. 2 indexed citations
2.
Jin, Jian, Tiantian Zhu, Tieming Chen, et al.. (2025). PDCleaner: A multi-view collaborative data compression method for provenance graph-based APT detection systems. Computers & Security. 152. 104359–104359. 1 indexed citations
3.
Zhu, Tiantian, et al.. (2025). TAGAPT: Toward Automatic Generation of APT Samples With Provenance-Level Granularity. IEEE Transactions on Information Forensics and Security. 20. 4137–4151. 1 indexed citations
4.
Zhu, Tiantian, et al.. (2025). GANDACOG: Implicit Mobile User Authentication in Multi Environments With Scarce Data. IEEE Internet of Things Journal. 12(14). 28074–28091.
5.
Zhu, Tiantian, Tieming Chen, Hongmei Li, et al.. (2025). CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports. IEEE Transactions on Dependable and Secure Computing. 22(6). 6345–6360. 2 indexed citations
6.
Zhu, Tiantian, et al.. (2025). Dehydrator: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation. IEEE Transactions on Information Forensics and Security. 20. 7853–7866.
7.
Chen, Tieming, et al.. (2024). HTTPSmell: A Deep Learning Approach on Malicious HTTP Traffic Detection via Data Augmentation and Label Refactoring. Security and Communication Networks. 2024(1). 1 indexed citations
8.
Zhu, Tiantian, et al.. (2024). Nip in the Bud: Forecasting and Interpreting Post- Exploitation Attacks in Real-Time Through Cyber Threat Intelligence Reports. IEEE Transactions on Dependable and Secure Computing. 22(2). 1431–1447. 1 indexed citations
9.
Chen, Tieming, et al.. (2024). Kellect: A Kernel-based efficient and lossless event log collector for windows security. Computers & Security. 150. 104203–104203. 1 indexed citations
10.
Chen, Tieming, et al.. (2023). CTIMD: Cyber threat intelligence enhanced malware detection using API call sequences with parameters. Computers & Security. 136. 103518–103518. 28 indexed citations
11.
Zhu, Tiantian, Tieming Chen, Lei Fu, et al.. (2023). TrapCog: An Anti-Noise, Transferable, and Privacy-Preserving Real-Time Mobile User Authentication System With High Accuracy. IEEE Transactions on Mobile Computing. 23(4). 2832–2848. 2 indexed citations
12.
Zhu, Tiantian, et al.. (2023). APTSHIELD: A Stable, Efficient and Real-Time APT Detection System for Linux Hosts. IEEE Transactions on Dependable and Secure Computing. 20(6). 5247–5264. 24 indexed citations
13.
Chen, Tieming, et al.. (2023). System-level data management for endpoint advanced persistent threat detection: Issues, challenges and trends. Computers & Security. 135. 103485–103485. 4 indexed citations
14.
Chen, Tieming, Chengyu Dong, Mingqi Lv, et al.. (2022). APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning. IEEE Transactions on Dependable and Secure Computing. 1–15. 31 indexed citations
15.
Du, Juan, Jingxuan Liu, Mingqi Lv, et al.. (2021). An interpretable outcome prediction model based on electronic health records and hierarchical attention. International Journal of Intelligent Systems. 37(6). 3460–3479. 8 indexed citations
16.
Zhu, Tiantian, et al.. (2021). General, Efficient, and Real-Time Data Compaction Strategy for APT Forensic Analysis. IEEE Transactions on Information Forensics and Security. 16. 3312–3325. 21 indexed citations
17.
Lv, Mingqi, et al.. (2021). Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network. IEEE Transactions on Mobile Computing. 21(8). 2967–2977. 11 indexed citations
18.
Zhu, Tiantian, et al.. (2020). EspialCog: General, Efficient and Robust Mobile User Implicit Authentication in Noisy Environment. IEEE Transactions on Mobile Computing. 21(2). 555–572. 7 indexed citations
19.
Lv, Mingqi, et al.. (2020). Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction. IEEE Transactions on Intelligent Transportation Systems. 22(6). 3337–3348. 202 indexed citations breakdown →
20.
Lv, Mingqi, Yinglong Li, Zhenming Yuan, & Qihui Wang. (2015). Route Pattern Mining From Personal Trajectory Data. Journal of information science and engineering. 31(1). 147–164. 5 indexed citations

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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