Kunqing Xie

3.6k total citations · 2 hit papers
68 papers, 2.1k citations indexed

About

Kunqing Xie is a scholar working on Building and Construction, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Kunqing Xie has authored 68 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Building and Construction, 25 papers in Signal Processing and 25 papers in Artificial Intelligence. Recurrent topics in Kunqing Xie's work include Traffic Prediction and Management Techniques (26 papers), Transportation Planning and Optimization (18 papers) and Data Management and Algorithms (16 papers). Kunqing Xie is often cited by papers focused on Traffic Prediction and Management Techniques (26 papers), Transportation Planning and Optimization (18 papers) and Data Management and Algorithms (16 papers). Kunqing Xie collaborates with scholars based in China, United States and Singapore. Kunqing Xie's co-authors include Guojie Song, Haikun Hong, Wenhao Huang, Gao Cong, Yu Wang, Yu Wang, Shuai Meng, Xu Chen, Xiujun Ma and Kaigui Bian and has published in prestigious journals such as IEEE Transactions on Intelligent Transportation Systems, Neurocomputing and IEEE Transactions on Knowledge and Data Engineering.

In The Last Decade

Kunqing Xie

66 papers receiving 2.1k citations

Hit Papers

Deep Architecture for Traffic Flow Prediction: Deep Belie... 2010 2026 2015 2020 2014 2010 250 500 750
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. Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning
    2014 901 citations Wenhao Huang, Guojie Song et al. IEEE Transactions on Intelligent Transportation Systems profile →
  2. Community-based greedy algorithm for mining top-K influential nodes in mobile social networks
    2010 393 citations Guojie Song, Kunqing Xie et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Kunqing Xie China 16 891 781 680 518 411 68 2.1k
Guojie Song China 25 861 1.0× 810 1.0× 1.4k 2.1× 499 1.0× 1.2k 3.0× 106 3.7k
Zonghan Wu Australia 6 1.7k 1.9× 1.1k 1.4× 86 0.1× 651 1.3× 734 1.8× 8 2.7k
Huaiyu Wan China 20 3.1k 3.5× 2.1k 2.8× 236 0.3× 1.2k 2.4× 926 2.3× 72 4.4k
Jie Feng China 19 847 1.0× 972 1.2× 54 0.1× 197 0.4× 418 1.0× 48 2.1k
Guojiang Shen China 19 616 0.7× 474 0.6× 45 0.1× 307 0.6× 371 0.9× 116 1.6k
Zhiyong Yu China 17 117 0.1× 559 0.7× 135 0.2× 96 0.2× 402 1.0× 118 1.6k
Jiawei Zhang China 21 155 0.2× 110 0.1× 237 0.3× 294 0.6× 556 1.4× 123 1.4k
Shengnan Guo China 11 2.9k 3.3× 2.0k 2.6× 75 0.1× 1.2k 2.3× 679 1.7× 25 3.8k
Huaxiu Yao United States 15 1.7k 1.9× 1.3k 1.7× 43 0.1× 867 1.7× 719 1.7× 46 2.8k
Xiaoliang Fan China 13 1.1k 1.2× 713 0.9× 26 0.0× 403 0.8× 377 0.9× 51 1.6k

Countries citing papers authored by Kunqing Xie

Since Specialization
Citations

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

Fields of papers citing papers by Kunqing Xie

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Kunqing Xie

This figure shows the co-authorship network connecting the top 25 collaborators of Kunqing Xie. A scholar is included among the top collaborators of Kunqing Xie 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 Kunqing Xie. Kunqing Xie 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.
Ren, Yi, Chen Xu, Sheng Wan, Kunqing Xie, & Kaigui Bian. (2019). Passenger Flow Prediction in Traffic System Based on Deep Neural Networks and Transfer Learning Method. 115–120. 11 indexed citations
2.
Wan, Sheng, et al.. (2016). Predictability analysis on expressway vehicle mobility using electronic toll collection data. IEEE Conference Proceedings. 2016. 2594. 2 indexed citations
3.
Hong, Haikun, et al.. (2016). Structure Feature Learning Method for Incomplete Data. International Journal of Pattern Recognition and Artificial Intelligence. 30(9). 1660007–1660007. 3 indexed citations
4.
Song, Guojie, Lei Han, & Kunqing Xie. (2015). Overlapping Decomposition for Gaussian Graphical Modeling. IEEE Transactions on Knowledge and Data Engineering. 27(8). 2217–2230. 3 indexed citations
5.
Hong, Haikun, Wenhao Huang, Xingxing Xing, et al.. (2015). Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction. 2262–2267. 15 indexed citations
6.
Song, Guojie, et al.. (2014). Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method. IEEE Transactions on Parallel and Distributed Systems. 26(5). 1379–1392. 92 indexed citations
7.
Huang, Wenhao, Guojie Song, Haikun Hong, & Kunqing Xie. (2014). Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning. IEEE Transactions on Intelligent Transportation Systems. 15(5). 2191–2201. 901 indexed citations breakdown →
8.
Han, Lei, Yu Zhang, Guojie Song, & Kunqing Xie. (2014). Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. Proceedings of the AAAI Conference on Artificial Intelligence. 28(1). 25 indexed citations
9.
Song, Guojie, et al.. (2013). Cost sensitive GPS-based activity recognition. 962–966. 5 indexed citations
10.
Liu, Ruiqi, Xingxing Xing, Guojie Song, Kunqing Xie, & Ping Zhang. (2012). Measurement analysis of traffic flow uncertainty on Chinese highway network. 278. 540–545. 2 indexed citations
11.
Xie, Kunqing, et al.. (2010). Relationship on traffic volume of urban, suburban and outside city of Beijing expressway. 4963–4966. 1 indexed citations
12.
Han, Lei, Shuai Meng, Kunqing Xie, Guojie Song, & Xiujun Ma. (2010). Locally kernel regression adapting with data distribution in prediction of traffic flow. 46. 1–6. 1 indexed citations
13.
Zhang, Ping, et al.. (2010). A replication strategy based on swarm intelligence in spatial data grid. 1–5. 5 indexed citations
14.
15.
16.
Ma, Xiujun, et al.. (2008). Agent-Based Spatial Query Optimization in a Grid Environment. 611–614.
17.
Song, Guojie, et al.. (2008). Mining geographic episode association patterns of abnormal events in global earth science data. Science in China. Series E, Technological sciences. 51(S1). 155–164. 13 indexed citations
18.
Liu, Ning, et al.. (2007). Local Word Bag Model for Text Categorization. 625–630. 17 indexed citations
19.
Xie, Kunqing, et al.. (2005). G-WSDL: a data-oriented approach to model GIS web services. 2. 846–849. 4 indexed citations
20.
Wang, Lizhen, et al.. (2005). Efficient discovery of multilevel spatial association rules using partitions. Information and Software Technology. 47(13). 829–840. 17 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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