Jianru Xue

5.7k total citations · 3 hit papers
157 papers, 3.1k citations indexed

About

Jianru Xue is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Automotive Engineering. According to data from OpenAlex, Jianru Xue has authored 157 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 131 papers in Computer Vision and Pattern Recognition, 40 papers in Aerospace Engineering and 29 papers in Automotive Engineering. Recurrent topics in Jianru Xue's work include Advanced Image and Video Retrieval Techniques (35 papers), Robotics and Sensor-Based Localization (34 papers) and Autonomous Vehicle Technology and Safety (29 papers). Jianru Xue is often cited by papers focused on Advanced Image and Video Retrieval Techniques (35 papers), Robotics and Sensor-Based Localization (34 papers) and Autonomous Vehicle Technology and Safety (29 papers). Jianru Xue collaborates with scholars based in China, United States and Japan. Jianru Xue's co-authors include Nanning Zheng, Pengfei Zhang, Junliang Xing, Wenjun Zeng, Cuiling Lan, Jianwu Fang, Wanli Ouyang, Pu Zhang, Shaoyi Du and Jihua Zhu and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Industrial Electronics.

In The Last Decade

Jianru Xue

143 papers receiving 3.0k 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.

View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data

2017 425 citations Jianru Xue, Nanning Zheng et al. profile →
View Adaptive Neural Networks for High Performance Skeleton-Based Human Action Recognition

2019 356 citations Jianru Xue, Nanning Zheng et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction

2019 345 citations Wanli Ouyang, Jianru Xue et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jianru Xue China	27	2.3k	899	769	534	378	157	3.1k
Luis M. Bergasa Spain	38	3.1k 1.3×	700 0.8×	1.3k 1.6×	300 0.6×	1.1k 2.8×	174	5.6k
Hironobu Fujiyoshi Japan	17	2.7k 1.1×	741 0.8×	207 0.3×	265 0.5×	393 1.0×	163	3.6k
Nikos Papanikolopoulos United States	34	3.3k 1.4×	830 0.9×	575 0.7×	732 1.4×	948 2.5×	164	5.0k
Wongun Choi United States	16	2.6k 1.1×	1.1k 1.2×	1.1k 1.4×	148 0.3×	421 1.1×	21	3.3k
Hongbin Zha China	33	2.9k 1.2×	685 0.8×	452 0.6×	194 0.4×	950 2.5×	289	3.9k
José María Armingol Spain	30	2.1k 0.9×	353 0.4×	833 1.1×	145 0.3×	771 2.0×	135	3.4k
Arturo de la Escalera Spain	30	2.3k 1.0×	377 0.4×	757 1.0×	149 0.3×	998 2.6×	130	3.6k
Sanping Zhou China	28	2.5k 1.0×	600 0.7×	380 0.5×	622 1.2×	192 0.5×	81	3.0k
Kang-Hyun Jo South Korea	26	1.9k 0.8×	363 0.4×	366 0.5×	148 0.3×	333 0.9×	353	2.7k
Dirk Wollherr Germany	33	1.2k 0.5×	682 0.8×	860 1.1×	324 0.6×	684 1.8×	183	3.4k

Countries citing papers authored by Jianru Xue

Since Specialization

Citations

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

Fields of papers citing papers by Jianru Xue

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jianru Xue

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

Fang, Jianwu, et al.. (2025). LLM-augmented hierarchical reinforcement learning for human-like decision-making of autonomous driving. Expert Systems with Applications. 294. 128736–128736. 1 indexed citations

Bai, Lei, et al.. (2025). Enhancing Mapless Trajectory Prediction Through Knowledge Distillation. IEEE Transactions on Intelligent Transportation Systems. 26(10). 16665–16675.

Zhang, Junping, Jian Pu, Jianru Xue, et al.. (2024). Retraction Notice: HiVeGPT: Human-Machine-Augmented Intelligent Vehicles With Generative Pre-Trained Transformer. IEEE Transactions on Intelligent Vehicles. 1–1. 1 indexed citations

Wang, Xiaofeng, et al.. (2024). HDF-Net: Capturing Homogeny Difference Features to Localize the Tampered Image. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(12). 10005–10020. 10 indexed citations

Pang, Shanmin, et al.. (2024). TICMapNet: A Tightly Coupled Temporal Fusion Pipeline for Vectorized HD Map Learning. IEEE Robotics and Automation Letters. 9(12). 11289–11296.

Pang, Shanmin, et al.. (2024). A Mutually Textual and Visual Refinement Network for Image-Text Matching. IEEE Transactions on Multimedia. 26. 7555–7566. 10 indexed citations

Xue, Jianru, et al.. (2024). Fusing crops representation into snippet via mutual learning for weakly supervised surveillance anomaly detection. IET Computer Vision. 18(8). 1112–1126.

Pang, Shanmin, et al.. (2023). Tensor-Based Incomplete Multi-View Clustering With Low-Rank Data Reconstruction and Consistency Guidance. IEEE Transactions on Circuits and Systems for Video Technology. 33(12). 7156–7169. 27 indexed citations

Fang, Jianwu, et al.. (2023). Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning. IEEE Transactions on Intelligent Transportation Systems. 24(11). 12078–12091. 17 indexed citations

10.

Bai, Lei, Yuning Wang, Jianwu Fang, et al.. (2023). Towards Trajectory Forecasting From Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(10). 12550–12561. 7 indexed citations

11.

Chen, Xingyu, Jianru Xue, & Shanmin Pang. (2022). Sparse Semantic Map-Based Monocular Localization in Traffic Scenes Using Learned 2D-3D Point-Line Correspondences. IEEE Robotics and Automation Letters. 7(4). 11894–11901. 4 indexed citations

12.

Pang, Shanmin, Jianru Xue, Jihua Zhu, Li Zhu, & Qi Tian. (2018). Unifying Sum and Weighted Aggregations for Efficient Yet Effective Image Representation Computation. IEEE Transactions on Image Processing. 28(2). 841–852. 3 indexed citations

13.

Pang, Shanmin, et al.. (2018). Improving Object Retrieval Quality by Integration of Similarity Propagation and Query Expansion. IEEE Transactions on Multimedia. 21(3). 760–770. 12 indexed citations

14.

Pang, Shanmin, Jihua Zhu, Jiaxing Wang, Vicente Ordóñez, & Jianru Xue. (2018). Building discriminative CNN image representations for object retrieval using the replicator equation. Pattern Recognition. 83. 150–160. 35 indexed citations

15.

Pang, Shanmin, et al.. (2018). Deep Feature Aggregation and Image Re-Ranking With Heat Diffusion for Image Retrieval. IEEE Transactions on Multimedia. 21(6). 1513–1523. 31 indexed citations

16.

Pang, Shanmin, et al.. (2018). Image Retrieval using Heat Diffusion for Deep Feature Aggregation. arXiv (Cornell University). 2 indexed citations

17.

Pang, Shanmin, et al.. (2018). Deep Feature Aggregation with Heat Diffusion for Image Retrieval.. arXiv (Cornell University).

18.

Xue, Jianru, et al.. (2017). A vision-centered multi-sensor fusing approach to self-localization and obstacle perception for robotic cars. Frontiers of Information Technology & Electronic Engineering. 18(1). 122–138. 39 indexed citations

19.

Kawabata, Kuniaki, Hitoshi Aonuma, Koh Hosoda, & Jianru Xue. (2013). A System for Automated Interaction with the Cricket Utilizing a Micro Mobile Robot. Journal of Robotics and Mechatronics. 25(2). 333–339. 8 indexed citations

20.

Kawabata, Kuniaki, Hitoshi Aonuma, Koh Hosoda, & Jianru Xue. (2012). 2P1-H05 Behavior Attraction to the Cricket Gyllus bimaculatus by Active Interaction using Operated Micro Mobile Robot(Mobiligence). The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec). 2012(0). _2P1–H05_1. 3 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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