Junming Liu

1.6k total citations · 1 hit paper
52 papers, 1.1k citations indexed

About

Junming Liu is a scholar working on Transportation, Computer Networks and Communications and Artificial Intelligence. According to data from OpenAlex, Junming Liu has authored 52 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Transportation, 10 papers in Computer Networks and Communications and 10 papers in Artificial Intelligence. Recurrent topics in Junming Liu's work include Transportation Planning and Optimization (8 papers), Human Mobility and Location-Based Analysis (7 papers) and Network Security and Intrusion Detection (5 papers). Junming Liu is often cited by papers focused on Transportation Planning and Optimization (8 papers), Human Mobility and Location-Based Analysis (7 papers) and Network Security and Intrusion Detection (5 papers). Junming Liu collaborates with scholars based in China, United States and Hong Kong. Junming Liu's co-authors include Hui Xiong, Leilei Sun, Weiwei Chen, Meng Qu, Kaoru Tone, Hengshu Zhu, Guannan Liu, Yanjie Fu, Pengxin Wang and Wenting Quan and has published in prestigious journals such as Journal of Applied Physics, The FASEB Journal and MIS Quarterly.

In The Last Decade

Junming Liu

44 papers receiving 1.1k 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.

A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables

2023 77 citations Jie Wang, Pengxin Wang et al. Computers and Electronics in Agriculture profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Junming Liu China	16	404	271	234	160	109	52	1.1k
Baibing Li United Kingdom	20	299 0.7×	202 0.7×	96 0.4×	171 1.1×	32 0.3×	74	1.3k
Juanjuan Zhao China	20	651 1.6×	487 1.8×	177 0.8×	88 0.6×	26 0.2×	68	1.4k
Gengchen Mai United States	18	363 0.9×	292 1.1×	27 0.1×	349 2.2×	68 0.6×	65	1.5k
Jorge Freire de Sousa Portugal	12	262 0.6×	227 0.8×	135 0.6×	211 1.3×	12 0.1×	31	910
Feng Xiao China	26	1.1k 2.8×	639 2.4×	984 4.2×	280 1.8×	18 0.2×	116	2.4k
Steve Liang Canada	15	287 0.7×	126 0.5×	28 0.1×	195 1.2×	37 0.3×	43	1.3k
Yaoli Wang China	18	477 1.2×	175 0.6×	35 0.1×	178 1.1×	15 0.1×	35	1.3k
João Coutinho‐Rodrigues Portugal	19	341 0.8×	290 1.1×	149 0.6×	51 0.3×	20 0.2×	44	1.3k
Furui Liu China	11	233 0.6×	125 0.5×	138 0.6×	183 1.1×	15 0.1×	41	1.1k
Georgios K. Ouzounis Italy	11	690 1.7×	212 0.8×	64 0.3×	73 0.5×	92 0.8×	25	1.9k

Countries citing papers authored by Junming Liu

Since Specialization

Citations

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

Fields of papers citing papers by Junming Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junming Liu

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

20 of 20 papers shown

Yu, Yimin, et al.. (2025). Fleet Repositioning for Vehicle Sharing Systems: Asymptotic Optimality of the Balanced Myopic Policy. Production and Operations Management. 35(2). 566–585.

Tian, Huiren, Pengxin Wang, Kevin Tansey, et al.. (2024). Attention mechanism-based deep learning approach for wheat yield estimation and uncertainty analysis from remotely sensed variables. Agricultural and Forest Meteorology. 356. 110183–110183. 10 indexed citations

Wang, Ying, Pengxin Wang, Kevin Tansey, et al.. (2024). An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates. Computers and Electronics in Agriculture. 229. 109758–109758. 17 indexed citations

Liu, Junming & Haiyan Zeng. (2024). Using Contrastive Learning to Optimize the Intention Recognition Model of Sentence Vector Plus CNN Network. 29–33.

Cao, Hui, et al.. (2024). Selection of Suitable Organic Amendments to Balance Agricultural Economic Benefits and Carbon Sequestration. Plants. 13(17). 2428–2428.

Liu, Junming, Wei Thoo Yue, Alvin Chung Man Leung, & Xin Zhang. (2024). Find the Good. Seek the Unity: A Hidden Markov Model of Human-AI Delegation Dynamics. MIS Quarterly. 49(3). 1185–1204.

Xu, Weiwei, et al.. (2024). Merging and cooperative caching based HDFS small files access performance optimization. 211–219.

Wang, Jie, Pengxin Wang, Huiren Tian, et al.. (2023). A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables. Computers and Electronics in Agriculture. 206. 107705–107705. 77 indexed citations breakdown →

Yuan, Zixuan, et al.. (2023). LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading. IEEE Transactions on Knowledge and Data Engineering. 1–13. 1 indexed citations

10.

Liu, Junming, et al.. (2023). SeMalBERT: Semantic-based malware detection with bidirectional encoder representations from transformers. Journal of Information Security and Applications. 80. 103690–103690. 12 indexed citations

11.

He, Jiacheng, et al.. (2022). Generalized minimum error entropy Kalman filter for non-Gaussian noise. ISA Transactions. 136. 663–675. 32 indexed citations

12.

Yuan, Zixuan, Hao Liu, Junming Liu, et al.. (2021). Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching. CityU Scholars. 1586–1597. 8 indexed citations

13.

Su, Xiaohui, et al.. (2021). Development of a Targeted Recommendation Model for Earthquake Risk Prevention in the Whole Disaster Chain. Journal of Information Processing Systems. 17(1). 14–27. 1 indexed citations

14.

Liu, Junming, et al.. (2021). Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design. INFORMS journal on computing. 34(2). 769–789. 15 indexed citations

15.

Du, Bowen, et al.. (2020). Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network. IEEE Transactions on Intelligent Transportation Systems. 22(2). 1237–1247. 62 indexed citations

16.

Chen, Can, Junming Liu, Qiao Li, et al.. (2017). Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks. 805–810. 8 indexed citations

17.

Ma, Hongyuan, Jianxi Huang, Dehai Zhu, et al.. (2012). Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST–ACRM model with Ensemble Kalman Filter. Mathematical and Computer Modelling. 58(3-4). 759–770. 69 indexed citations

18.

Liu, Junming & Kaoru Tone. (2006). A multistage method to measure efficiency and its application to Japanese banking industry. Socio-Economic Planning Sciences. 42(2). 75–91. 61 indexed citations

19.

Liao, Xudong, Junming Liu, Lei Du, et al.. (2006). Nitric oxide signaling in stretch‐induced apoptosis of neonatal rat cardiomyocytes. The FASEB Journal. 20(11). 1883–1885. 37 indexed citations

20.

Li, Xu, Junming Liu, & Lanying Chen. (2004). CREG, a new regulator of ERK1/2 in cardiac hypertrophy. Journal of Hypertension. 22(8). 1579–1587. 28 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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