Haixin Lv

1.7k total citations · 4 hit papers
19 papers, 1.3k citations indexed

About

Haixin Lv is a scholar working on Control and Systems Engineering, Mechanics of Materials and Artificial Intelligence. According to data from OpenAlex, Haixin Lv has authored 19 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Control and Systems Engineering, 6 papers in Mechanics of Materials and 5 papers in Artificial Intelligence. Recurrent topics in Haixin Lv's work include Machine Fault Diagnosis Techniques (13 papers), Fault Detection and Control Systems (10 papers) and Engineering Diagnostics and Reliability (6 papers). Haixin Lv is often cited by papers focused on Machine Fault Diagnosis Techniques (13 papers), Fault Detection and Control Systems (10 papers) and Engineering Diagnostics and Reliability (6 papers). Haixin Lv collaborates with scholars based in China and Germany. Haixin Lv's co-authors include Jinglong Chen, Tianci Zhang, Tongyang Pan, Shuilong He, Shen Liu, Yong Feng, Enyong Xu, Fudong Li, Kaiyu Zhang and Jingsong Xie and has published in prestigious journals such as IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Neural Networks and Learning Systems and IEEE Internet of Things Journal.

In The Last Decade

Haixin Lv

18 papers receiving 1.3k 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.

Intelligent fault diagnosis of machines with small & imbalanced data: A state-of-the-art review and possible extensions

2021 419 citations Tianci Zhang, Jinglong Chen et al. ISA Transactions profile →
Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects

2021 186 citations Yong Feng, Jinglong Chen et al. Knowledge-Based Systems profile →
Generative adversarial network in mechanical fault diagnosis under small sample: A systematic review on applications and future perspectives

2021 180 citations Tongyang Pan, Jinglong Chen et al. ISA Transactions profile →
Attention mechanism in intelligent fault diagnosis of machinery: A review of technique and application

2022 156 citations Haixin Lv, Jinglong Chen et al. Measurement profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Haixin Lv China	15	993	486	404	277	125	19	1.3k
Yong Feng China	17	938 0.9×	489 1.0×	396 1.0×	241 0.9×	123 1.0×	30	1.3k
Shen Yan China	12	1.2k 1.2×	532 1.1×	369 0.9×	360 1.3×	130 1.0×	21	1.5k
Jingyao Wu China	11	867 0.9×	435 0.9×	318 0.8×	208 0.8×	126 1.0×	26	1.2k
Yiming Xiao China	13	1.1k 1.2×	577 1.2×	333 0.8×	339 1.2×	114 0.9×	23	1.4k
Ke Zhao China	20	1.2k 1.2×	747 1.5×	327 0.8×	366 1.3×	134 1.1×	54	1.7k
Wenguang Yang China	11	994 1.0×	639 1.3×	254 0.6×	338 1.2×	95 0.8×	22	1.3k
Zihao Lei China	15	903 0.9×	513 1.1×	195 0.5×	286 1.0×	100 0.8×	43	1.1k
Yuqing Li China	19	851 0.9×	442 0.9×	225 0.6×	279 1.0×	127 1.0×	67	1.4k
Ansi Zhang China	15	701 0.7×	390 0.8×	252 0.6×	211 0.8×	86 0.7×	38	1.1k
Tongyang Pan China	22	1.4k 1.4×	703 1.4×	432 1.1×	370 1.3×	209 1.7×	49	1.8k

Countries citing papers authored by Haixin Lv

Since Specialization

Citations

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

Fields of papers citing papers by Haixin Lv

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Haixin Lv

This figure shows the co-authorship network connecting the top 25 collaborators of Haixin Lv. A scholar is included among the top collaborators of Haixin 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 Haixin Lv. Haixin Lv 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:

19 of 19 papers shown

Lv, Haixin, Jinglong Chen, Jun Wang, & Zijun Liu. (2025). Dual-Control Inference Diffusion Model via Multi-Sensor High-Frequency Signal for Space Transportation Engine Anomaly Detection. IEEE Transactions on Intelligent Transportation Systems. 26(6). 8097–8108.

Lv, Haixin, et al.. (2023). A Position-Free Signal Transformer via Multiband Inner Relationship Extraction for Understanding Information Flow of Machinery Diagnosis. IEEE Transactions on Instrumentation and Measurement. 72. 1–12. 2 indexed citations

Feng, Yong, Jinglong Chen, Zijun Liu, Haixin Lv, & Jun Wang. (2022). Full Graph Autoencoder for One-Class Group Anomaly Detection of IIoT System. IEEE Internet of Things Journal. 9(21). 21886–21898. 44 indexed citations

Li, Fudong, Jinglong Chen, Zijun Liu, et al.. (2022). A soft-target difference scaling network via relational knowledge distillation for fault detection of liquid rocket engine under multi-source trouble-free samples. Reliability Engineering & System Safety. 228. 108759–108759. 19 indexed citations

Lv, Haixin, Jinglong Chen, Tongyang Pan, et al.. (2022). Attention mechanism in intelligent fault diagnosis of machinery: A review of technique and application. Measurement. 199. 111594–111594. 156 indexed citations breakdown →

Feng, Yong, et al.. (2022). Unsupervised Multimodal Anomaly Detection With Missing Sources for Liquid Rocket Engine. IEEE Transactions on Neural Networks and Learning Systems. 34(12). 9966–9980. 26 indexed citations

Chang, Yuanhong, Jinglong Chen, Haixin Lv, & Shen Liu. (2021). Heterogeneous bi-directional recurrent neural network combining fusion health indicator for predictive analytics of rotating machinery. ISA Transactions. 122. 409–423. 41 indexed citations

Lv, Haixin, Qian Liu, Jinglong Chen, et al.. (2021). Multi-Frequency Augmentation framework via information active capture for machinery intelligent fault diagnosis. ISA Transactions. 126. 460–471. 5 indexed citations

Zhang, Tianci, Jinglong Chen, Fudong Li, et al.. (2021). Intelligent fault diagnosis of machines with small & imbalanced data: A state-of-the-art review and possible extensions. ISA Transactions. 119. 152–171. 419 indexed citations breakdown →

10.

Pan, Tongyang, Jinglong Chen, Tianci Zhang, et al.. (2021). Generative adversarial network in mechanical fault diagnosis under small sample: A systematic review on applications and future perspectives. ISA Transactions. 128(Pt B). 1–10. 180 indexed citations breakdown →

11.

Feng, Yong, et al.. (2021). Make the Rocket Intelligent at IoT Edge: Stepwise GAN for Anomaly Detection of LRE With Multisource Fusion. IEEE Internet of Things Journal. 9(4). 3135–3149. 35 indexed citations

12.

Liu, Shen, Jinglong Chen, Shuilong He, et al.. (2021). Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning. Knowledge-Based Systems. 232. 107488–107488. 46 indexed citations

13.

Lv, Haixin, et al.. (2021). A Supervised Framework for Recognition of Liquid Rocket Engine Health State Under Steady-State Process Without Fault Samples. IEEE Transactions on Instrumentation and Measurement. 70. 1–10. 25 indexed citations

14.

Feng, Yong, Jinglong Chen, Jingsong Xie, et al.. (2021). Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects. Knowledge-Based Systems. 235. 107646–107646. 186 indexed citations breakdown →

15.

Liu, Shen, et al.. (2020). LOSGAN: latent optimized stable GAN for intelligent fault diagnosis with limited data in rotating machinery. Measurement Science and Technology. 32(4). 45101–45101. 42 indexed citations

16.

Lv, Haixin, et al.. (2020). SDA: Regularization with Cut-Flip and Mix-Normal for machinery fault diagnosis under small dataset. ISA Transactions. 111. 337–349. 25 indexed citations

17.

Lv, Haixin, Jinglong Chen, & Tongyang Pan. (2020). Sequence Adaptation Adversarial Network for Remaining Useful Life Prediction Using Small Data Set. 115–118. 6 indexed citations

18.

Lv, Haixin, Jinglong Chen, Tongyang Pan, & Zitong Zhou. (2020). Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis. Applied Soft Computing. 95. 106577–106577. 53 indexed citations

19.

Chang, Yuanhong, et al.. (2020). Multiple degradation mode analysis via gated recurrent unit mode recognizer and life predictors for complex equipment. Computers in Industry. 123. 103332–103332. 26 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.

Explore authors with similar magnitude of impact