Youru Li

836 total citations · 1 hit paper
25 papers, 545 citations indexed

About

Youru Li is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Youru Li has authored 25 papers receiving a total of 545 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 5 papers in Information Systems and 5 papers in Signal Processing. Recurrent topics in Youru Li's work include Advanced Graph Neural Networks (6 papers), Machine Learning in Healthcare (5 papers) and Topic Modeling (5 papers). Youru Li is often cited by papers focused on Advanced Graph Neural Networks (6 papers), Machine Learning in Healthcare (5 papers) and Topic Modeling (5 papers). Youru Li collaborates with scholars based in China, United States and Slovenia. Youru Li's co-authors include Zhenfeng Zhu, Yao Zhao, Deqiang Kong, Hua Han, Huaiyu Wan, Xiaobo Guo, Ning Zhang, Haiyan Wu, Shuai Zheng and Zhizhe Liu and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Expert Systems with Applications and Information Sciences.

In The Last Decade

Youru Li

22 papers receiving 535 citations

Hit Papers

EA-LSTM: Evolutionary attention-based LSTM for time serie... 2019 2026 2021 2023 2019 100 200 300
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. EA-LSTM: Evolutionary attention-based LSTM for time series prediction
    2019 332 citations Youru Li, Zhenfeng Zhu et al. Knowledge-Based 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
Youru Li China 9 183 127 98 88 81 25 545
Maxim Shcherbakov Russia 10 149 0.8× 103 0.8× 77 0.8× 62 0.7× 41 0.5× 47 540
Qingjian Ni China 14 162 0.9× 148 1.2× 52 0.5× 62 0.7× 35 0.4× 33 537
Yuxiu Hua China 5 163 0.9× 286 2.3× 58 0.6× 78 0.9× 59 0.7× 5 697
Deqiang Kong China 5 106 0.6× 107 0.8× 77 0.8× 75 0.9× 59 0.7× 7 452
Pradeep Hewage United Kingdom 3 129 0.7× 164 1.3× 86 0.9× 64 0.7× 93 1.1× 7 553
Ziqing Ma China 7 203 1.1× 137 1.1× 119 1.2× 54 0.6× 167 2.1× 14 689
Fan-Keng Sun Taiwan 8 248 1.4× 249 2.0× 200 2.0× 140 1.6× 202 2.5× 10 733
Ella Pereira United Kingdom 11 170 0.9× 185 1.5× 86 0.9× 64 0.7× 119 1.5× 34 728
Ahmet Şakir Dokuz Türkiye 12 250 1.4× 350 2.8× 41 0.4× 77 0.9× 52 0.6× 31 729
Liang Du Singapore 10 169 0.9× 173 1.4× 144 1.5× 48 0.5× 56 0.7× 13 528

Countries citing papers authored by Youru Li

Since Specialization
Citations

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

Fields of papers citing papers by Youru Li

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Youru Li

This figure shows the co-authorship network connecting the top 25 collaborators of Youru Li. A scholar is included among the top collaborators of Youru Li 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 Youru Li. Youru Li 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.
Guo, Xiaobo, Mingming Ha, Xuewen Tao, et al.. (2024). Multi-Task Learning with Sequential Dependence Toward Industrial Applications: A Systematic Formulation. ACM Transactions on Knowledge Discovery from Data. 18(5). 1–29. 1 indexed citations
2.
Wei, Shikui, et al.. (2024). Asymptotic Consistent Graph Structure Learning for Multivariate Time-Series Anomaly Detection. IEEE Transactions on Instrumentation and Measurement. 73. 1–10. 6 indexed citations
3.
Zhu, Zhenfeng, Youru Li, Shuai Zheng, et al.. (2024). FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction. arXiv (Cornell University). 3610–3620. 1 indexed citations
4.
Li, Youru, et al.. (2024). HKA: A Hierarchical Knowledge Alignment Framework for Multimodal Knowledge Graph Completion. ACM Transactions on Multimedia Computing Communications and Applications. 20(8). 1–19. 2 indexed citations
5.
Li, Youru, et al.. (2023). Adversarial self-attentive time-variant neural networks for multi-step time series forecasting. Expert Systems with Applications. 231. 120722–120722. 11 indexed citations
6.
Zhu, Zhenfeng, Youru Li, Shuai Zheng, et al.. (2023). Cooperative dual medical ontology representation learning for clinical assisted decision-making. Computers in Biology and Medicine. 163. 107138–107138. 5 indexed citations
7.
Li, Youru, et al.. (2023). HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction. ACM Transactions on Knowledge Discovery from Data. 18(1). 1–21. 7 indexed citations
8.
9.
Li, Youru, et al.. (2023). Exploring Large-Scale Financial Knowledge Graph for SMEs Supply Chain Mining. IEEE Transactions on Knowledge and Data Engineering. 36(5). 1979–1990. 2 indexed citations
10.
Zheng, Shuai, Zhenfeng Zhu, Zhizhe Liu, Youru Li, & Yao Zhao. (2023). Node-Oriented Spectral Filtering for Graph Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(1). 388–402. 11 indexed citations
11.
Guo, Zhenyu, Yuchen Yang, Youru Li, et al.. (2022). CED: A case-level explainable paramedical diagnosis via AdaGBDT. Computers in Biology and Medicine. 153. 106500–106500. 4 indexed citations
12.
Zhang, Ning, et al.. (2022). Self-attention-based time-variant neural networks for multi-step time series forecasting. Neural Computing and Applications. 34(11). 8737–8754. 26 indexed citations
13.
Li, Youru, et al.. (2021). Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction. IEEE Transactions on Knowledge and Data Engineering. 35(1). 647–657. 15 indexed citations
14.
Guo, Xiaobo, et al.. (2020). DKEN: Deep knowledge-enhanced network for recommender systems. Information Sciences. 540. 263–277. 26 indexed citations
15.
Li, Youru, et al.. (2020). CCAE: Cross-field categorical attributes embedding for cancer clinical endpoint prediction. Artificial Intelligence in Medicine. 107. 101915–101915. 9 indexed citations
16.
Liu, Feng, et al.. (2020). A^2DTEL. 73–76.
17.
Li, Yibo, et al.. (2019). The Study on Human Action Recognition with Depth Video for Intelligent Monitoring. 29. 5702–5706. 8 indexed citations
18.
Li, Youru, Zhenfeng Zhu, Deqiang Kong, Hua Han, & Yao Zhao. (2019). EA-LSTM: Evolutionary attention-based LSTM for time series prediction. Knowledge-Based Systems. 181. 104785–104785. 332 indexed citations breakdown →
19.
Li, Youru, et al.. (2019). Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction. Proceedings of the AAAI Conference on Artificial Intelligence. 33(1). 1004–1011. 55 indexed citations
20.
Li, Youru, et al.. (2015). A systematic research about the computer game of checkers based on the decision-making of AI. 6437–6442. 1 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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