Chuanpan Zheng

2.0k total citations · 1 hit paper
12 papers, 1.3k citations indexed

About

Chuanpan Zheng is a scholar working on Building and Construction, Artificial Intelligence and Transportation. According to data from OpenAlex, Chuanpan Zheng has authored 12 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Building and Construction, 4 papers in Artificial Intelligence and 4 papers in Transportation. Recurrent topics in Chuanpan Zheng's work include Traffic Prediction and Management Techniques (9 papers), Human Mobility and Location-Based Analysis (4 papers) and Traffic and Road Safety (3 papers). Chuanpan Zheng is often cited by papers focused on Traffic Prediction and Management Techniques (9 papers), Human Mobility and Location-Based Analysis (4 papers) and Traffic and Road Safety (3 papers). Chuanpan Zheng collaborates with scholars based in China, Australia and Canada. Chuanpan Zheng's co-authors include Xiaoliang Fan, Jianzhong Qi, Cheng Wang, Cheng Wang, Longbiao Chen, Jonathan Li, Yao Guo, Xiangqun Chen, Chenglu Wen and Ming Cheng and has published in prestigious journals such as IEEE Transactions on Intelligent Transportation Systems, Neurocomputing and Transportation Research Part E Logistics and Transportation Review.

In The Last Decade

Chuanpan Zheng

12 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.

GMAN: A Graph Multi-Attention Network for Traffic Prediction

2020 1.0k citations Chuanpan Zheng, Xiaoliang Fan et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Chuanpan Zheng China	8	1.0k	670	401	305	235	12	1.3k
Guangyin Jin China	16	777 0.8×	544 0.8×	276 0.7×	224 0.7×	213 0.9×	32	1.1k
Haikun Hong China	8	757 0.7×	565 0.8×	447 1.1×	105 0.3×	141 0.6×	17	1.0k
Kristian Henrickson United States	11	661 0.6×	513 0.8×	310 0.8×	91 0.3×	171 0.7×	15	1.1k
Nikola Mitrović United States	13	535 0.5×	425 0.6×	350 0.9×	173 0.6×	96 0.4×	48	896
Zhuang Dai China	8	983 1.0×	851 1.3×	556 1.4×	95 0.3×	105 0.4×	15	1.3k
Manoel Castro-Neto United States	6	887 0.9×	682 1.0×	524 1.3×	104 0.3×	91 0.4×	10	1.0k
Shiliang Sun China	7	582 0.6×	458 0.7×	331 0.8×	111 0.4×	112 0.5×	11	824
Jiayun Luo Singapore	5	485 0.5×	316 0.5×	199 0.5×	116 0.4×	236 1.0×	6	838
Siyu Lu China	4	629 0.6×	558 0.8×	202 0.5×	115 0.4×	107 0.5×	13	849

Countries citing papers authored by Chuanpan Zheng

Since Specialization

Citations

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

Fields of papers citing papers by Chuanpan Zheng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Chuanpan Zheng

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

12 of 12 papers shown

1.

Wang, Zihui, Xiaoliang Fan, Zheng Wang, et al.. (2024). FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning. Neurocomputing. 574. 127227–127227. 6 indexed citations

2.

Zheng, Chuanpan, et al.. (2023). A graph multi-attention network for predicting airport delays. Transportation Research Part E Logistics and Transportation Review. 181. 103375–103375. 9 indexed citations

3.

Zheng, Chuanpan, Xiaoliang Fan, Cheng Wang, et al.. (2023). INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging. arXiv (Cornell University). 673–683. 11 indexed citations

4.

Wu, Shangbin, Yan Xu, Xiaoliang Fan, et al.. (2022). Multi-Graph Fusion Networks for Urban Region Embedding. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. 2312–2318. 17 indexed citations

5.

Zheng, Chuanpan, Cheng Wang, Xiaoliang Fan, Jianzhong Qi, & Yan Xu. (2021). STPC-Net: Learn Massive Geo-Sensory Data as Spatio-Temporal Point Clouds. IEEE Transactions on Intelligent Transportation Systems. 23(8). 11314–11324. 7 indexed citations

6.

Guo, Yao, et al.. (2021). A Graph-Based Temporal Attention Framework for Multi-Sensor Traffic Flow Forecasting. IEEE Transactions on Intelligent Transportation Systems. 23(7). 7743–7758. 66 indexed citations

7.

Xu, Yan, Xiaoliang Fan, Chuanpan Zheng, et al.. (2020). Urban traffic flow prediction algorithm based on graph convolutional neural networks. Journal of ZheJiang University (Engineering Science). 54(6). 1147–1155. 5 indexed citations

8.

Zheng, Chuanpan, Xiaoliang Fan, Cheng Wang, & Jianzhong Qi. (2020). GMAN: A Graph Multi-Attention Network for Traffic Prediction. Proceedings of the AAAI Conference on Artificial Intelligence. 34(1). 1234–1241. 1031 indexed citations breakdown →

9.

Zheng, Chuanpan, et al.. (2019). Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge.. International Joint Conference on Artificial Intelligence. 55–59. 1 indexed citations

10.

Zheng, Chuanpan, Xiaoliang Fan, Chenglu Wen, et al.. (2019). DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction. IEEE Transactions on Intelligent Transportation Systems. 21(9). 3744–3755. 80 indexed citations

11.

Chen, Chao, et al.. (2018). SDCAE: Stack Denoising Convolutional Autoencoder Model for Accident Risk Prediction Via Traffic Big Data. 328–333. 45 indexed citations

12.

Wang, Yujie, Xiaoliang Fan, Xiao Liu, et al.. (2017). Unlicensed Taxis Detection Service Based on Large-Scale Vehicles Mobility Data. Lanzhou University Institutional Repository. 857–861. 12 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