Jixue Liu

2.8k total citations
116 papers, 1.4k citations indexed

About

Jixue Liu is a scholar working on Artificial Intelligence, Computer Networks and Communications and Signal Processing. According to data from OpenAlex, Jixue Liu has authored 116 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 77 papers in Artificial Intelligence, 32 papers in Computer Networks and Communications and 21 papers in Signal Processing. Recurrent topics in Jixue Liu's work include Advanced Database Systems and Queries (30 papers), Semantic Web and Ontologies (24 papers) and Data Management and Algorithms (15 papers). Jixue Liu is often cited by papers focused on Advanced Database Systems and Queries (30 papers), Semantic Web and Ontologies (24 papers) and Data Management and Algorithms (15 papers). Jixue Liu collaborates with scholars based in Australia, China and United States. Jixue Liu's co-authors include Jiuyong Li, Lin Liu, Millist W. Vincent, Chengfei Liu, Christopher W.K. Chow, Thuc Duy Le, Bingyu Sun, Youqiang Sun, Zhining Shi and Bo Jin and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Journal of Environmental Management.

In The Last Decade

Jixue Liu

105 papers receiving 1.3k citations

Peers

Jixue Liu

CNC

MSOR

Ishaani Priyadarshini United States

Samaher Al-Janabi Iraq

Qi Li China

Yu‐Shan Shih Taiwan

Hélène Fargier France

Karina Gibert Spain

Hongxia Yang China

Zhibin Wu China

Lan Du Australia

Ishaani Priyadarshini United States

Jixue Liu

513 ×0.8

399 ×1.4

CNC

201 ×0.9

281 ×1.2

108 ×0.5

MSOR

Citations per year, relative to Jixue Liu Jixue Liu (= 1×) peers Ishaani Priyadarshini

Countries citing papers authored by Jixue Liu

Since Specialization

Citations

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

Fields of papers citing papers by Jixue Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jixue Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Jixue Liu. A scholar is included among the top collaborators of Jixue 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 Jixue Liu. Jixue 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

Liu, Lin, et al.. (2025). Dependency-based anomaly detection: A general framework and comprehensive evaluation. Expert Systems with Applications. 297. 129249–129249.

Li, Jiuyong, et al.. (2025). Is it still fair? A comparative evaluation of fairness algorithms through the lens of covariate drift. Machine Learning. 114(1).

Cheng, Debo, et al.. (2024). Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. Proceedings of the AAAI Conference on Artificial Intelligence. 38(10). 11480–11488. 2 indexed citations

Shi, Zhining, Christopher W.K. Chow, Jing Gao, et al.. (2024). Using Surrogate Parameters to Enhance Monitoring of Community Wastewater Management System Performance for Sustainable Operations. Sensors. 24(6). 1857–1857. 2 indexed citations

Liu, Jixue, et al.. (2024). Effective Outlier Detection for Ensuring Data Quality in Flotation Data Modelling Using Machine Learning (ML) Algorithms. Minerals. 14(9). 925–925. 8 indexed citations

Liu, Jixue, et al.. (2024). Cross-sensor transfer learning for fire smoke scene detection using variable-bands multi-spectral satellite imagery aided by spectral patterns. International Journal of Remote Sensing. 45(10). 3332–3348. 1 indexed citations

Peters, Stefan, Jixue Liu, Gunnar Keppel, Anna Wendleder, & Peiliang Xu. (2024). Detecting Coseismic Landslides in GEE Using Machine Learning Algorithms on Combined Optical and Radar Imagery. Remote Sensing. 16(10). 1722–1722. 6 indexed citations

Cheng, Debo, et al.. (2024). Disentangled Representation Learning for Causal Inference With Instruments. IEEE Transactions on Neural Networks and Learning Systems. 36(8). 14078–14091. 3 indexed citations

Cheng, Debo, Jiuyong Li, Lin Liu, et al.. (2022). Sufficient dimension reduction for average causal effect estimation. Data Mining and Knowledge Discovery. 36(3). 1174–1196. 6 indexed citations

10.

Le, Thuc Duy, et al.. (2022). Decision Support for Disability Employment using Counterfactual Survival Analysis. 2022 IEEE International Conference on Big Data (Big Data). 30. 2103–2112.

11.

Liu, Jixue, et al.. (2022). Investigating the Impact of Using IR Bands on Early Fire Smoke Detection from Landsat Imagery with a Lightweight CNN Model. Remote Sensing. 14(13). 3047–3047. 29 indexed citations

12.

Liu, Jixue, Nicole Pratt, Vincent W. Zheng, et al.. (2018). Authenticity and credibility aware detection of adverse drug events from social media. International Journal of Medical Informatics. 120. 157–171. 10 indexed citations

13.

Liu, Jixue, et al.. (2018). Supervised signal detection for adverse drug reactions in medication dispensing data. Computer Methods and Programs in Biomedicine. 161. 25–38. 25 indexed citations

14.

Li, Jiuyong, et al.. (2016). Building Diversified Multiple Trees for Classification in High Dimensional Noise Data.. arXiv (Cornell University). 1 indexed citations

15.

Vincent, Millist W., Jixue Liu, & Mukesh Mohania. (2012). The implication problem for ‘closest node’ functional dependencies in complete XML documents. Journal of Computer and System Sciences. 78(4). 1045–1098. 4 indexed citations

16.

Li, Jiuyong, et al.. (2009). Studying genotype-phenotype attack on k -anonymised medical and genomic data. 159–166. 2 indexed citations

17.

Liu, Jixue. (2009). Study on SAW Chemical Warfare Agent Detector. Piezoelectrics and Acoustooptics.

18.

Liu, Chengfei, Minyi Guo, & Jixue Liu. (2003). Accessing relational databases via XML schema. Swinburne Research Bank (Swinburne University of Technology). 74. 17.

19.

Liu, Jixue & Millist W. Vincent. (2001). Derivation of incremental equations for nested relations. Australasian Database Conference. 76–82. 1 indexed citations

20.

Liu, Jixue, Millist W. Vincent, & Mukesh Mohania. (1999). Incremental Evaluation of Nest and Unnest Operators in Nested Relations.. 264–275. 6 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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