Jinyu Tian

1.1k total citations · 1 hit paper
56 papers, 735 citations indexed

About

Jinyu Tian is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Electrical and Electronic Engineering. According to data from OpenAlex, Jinyu Tian has authored 56 papers receiving a total of 735 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Computer Vision and Pattern Recognition, 20 papers in Artificial Intelligence and 9 papers in Electrical and Electronic Engineering. Recurrent topics in Jinyu Tian's work include Adversarial Robustness in Machine Learning (12 papers), Digital Media Forensic Detection (9 papers) and Anomaly Detection Techniques and Applications (6 papers). Jinyu Tian is often cited by papers focused on Adversarial Robustness in Machine Learning (12 papers), Digital Media Forensic Detection (9 papers) and Anomaly Detection Techniques and Applications (6 papers). Jinyu Tian collaborates with scholars based in China, Macao and Australia. Jinyu Tian's co-authors include Yuan Yan Tang, Jiantao Zhou, Anyong Qin, Zhaowei Shang, Taiping Zhang, Yulong Wang, Jun Liu, Haiwei Wu, Yuanman Li and Yu Qiao and has published in prestigious journals such as IEEE Transactions on Image Processing, Expert Systems with Applications and IEEE Journal on Selected Areas in Communications.

In The Last Decade

Jinyu Tian

46 papers receiving 716 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.

Spectral–Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification

2018 297 citations Anyong Qin, Zhaowei Shang et al. IEEE Geoscience and Remote Sensing Letters profile →

Peers

Jinyu Tian

CVPR

EEE

Yongshan Zhang China

Weizhong Yu China

Fang He China

Weida Zhou China

Shangbing Gao China

Zongwen Bai China

Sheshang Degadwala India

Xiaohui Huang China

Victor-Emil Neagoe Romania

Yongshan Zhang China

Jinyu Tian

359 ×1.0

CVPR

377 ×1.1

417 ×2.1

165 ×1.4

61 ×1.3

EEE

Citations per year, relative to Jinyu Tian Jinyu Tian (= 1×) peers Yongshan Zhang

Countries citing papers authored by Jinyu Tian

Since Specialization

Citations

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

Fields of papers citing papers by Jinyu Tian

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jinyu Tian

This figure shows the co-authorship network connecting the top 25 collaborators of Jinyu Tian. A scholar is included among the top collaborators of Jinyu Tian 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 Jinyu Tian. Jinyu Tian 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, Zhenghong, et al.. (2025). DFFormer: Capturing Dynamic Frequency Features to Locate Image Manipulation Through Adaptive Frequency Transformer and Prototype Learning. IEEE Transactions on Circuits and Systems for Video Technology. 36(2). 1907–1919. 1 indexed citations

Wang, Tingting, Kai Fang, Lina Wang, et al.. (2025). Security Within Security: Attack Detection Model With Defenses Against Attacks Capability for Zero-Trust Networks. IEEE Journal on Selected Areas in Communications. 43(6). 2312–2327.

Dong, Qi, et al.. (2025). Short-Term Electricity-Load Forecasting by deep learning: A comprehensive survey. Engineering Applications of Artificial Intelligence. 154. 110980–110980. 5 indexed citations

Yang, Haifeng, Jianghui Cai, Yuqing Yang, et al.. (2025). Cross-domain pedestrian trajectory prediction via behavioral pattern-aware multi-instance GCN. Knowledge-Based Systems. 329. 114266–114266.

Wu, Yong, et al.. (2024). A dense video caption dataset of student classroom behaviors and a baseline model with boundary semantic awareness. Displays. 84. 102804–102804. 1 indexed citations

Sun, Bo, et al.. (2024). Structured Encoding Based on Semantic Disambiguation for Video Captioning. Cognitive Computation. 16(3). 1032–1048.

Liu, Jun, et al.. (2024). DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space. Proceedings of the AAAI Conference on Artificial Intelligence. 38(4). 3666–3674. 7 indexed citations

Tian, Jinyu, et al.. (2024). Predicting College Admission Results with Machine Learning on Unstructured Online Data. 289–300.

Wang, Tingting, Jinyu Tian, Kai Fang, Thippa Reddy Gadekallu, & Wei Wang. (2024). AI and Digital Twin for Consumer Electronics in Smart Cities. IEEE Consumer Electronics Magazine. 14(6). 29–37. 9 indexed citations

10.

Liu, Yang, Jinyu Tian, Zhuo Chen, et al.. (2024). Transformative Deep Neural Network Approaches in Kidney Ultrasound Segmentation: Empirical Validation with an Annotated Dataset. Interdisciplinary Sciences Computational Life Sciences. 16(2). 439–454. 1 indexed citations

11.

Tian, Jinyu, et al.. (2024). Research on salient object detection algorithm for complex electrical components. Journal of Intelligent Manufacturing. 36(6). 4005–4023. 1 indexed citations

12.

Li, Yuanman, Minhua Liu, Jinyu Tian, Jie Du, & Xia Li. (2023). Operation History Estimation and Its Application to Multi-Degraded Image Restoration. IEEE Transactions on Consumer Electronics. 70(1). 863–875. 1 indexed citations

13.

Tian, Jinyu, et al.. (2022). Spatial-Temporal Attention Graph Convolution Network on Edge Cloud for Traffic Flow Prediction. IEEE Transactions on Intelligent Transportation Systems. 24(4). 4565–4576. 19 indexed citations

14.

Zhang, Zhaoxi, et al.. (2022). Self-Supervised Adversarial Example Detection by Disentangled Representation. Griffith Research Online (Griffith University, Queensland, Australia). 1503.02531. 1000–1007. 4 indexed citations

15.

Li, Yuanman, Jiantao Zhou, Junyang Chen, et al.. (2021). Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion. IEEE Transactions on Computational Social Systems. 9(6). 1830–1841. 6 indexed citations

16.

Yan, Qingyou, et al.. (2019). Low‐carbon economy transformation performance evaluation and spatial trends in China: a provincial aspect. Greenhouse Gases Science and Technology. 9(5). 886–904. 6 indexed citations

17.

Qin, Anyong, Zhaowei Shang, Jinyu Tian, et al.. (2018). Edge-Smoothing-Based Distribution Preserving Hyperspherical Embedding for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 11(7). 2501–2512. 5 indexed citations

18.

Qin, Anyong, Zhaowei Shang, Jinyu Tian, et al.. (2018). Spectral–Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters. 16(2). 241–245. 297 indexed citations breakdown →

19.

Tian, Jinyu, et al.. (2017). Literature Review on Audit Opinion. Journal of Modern Accounting and Auditing. 13(6). 5 indexed citations

20.

Tian, Jinyu & Xin Zhao. (2011). Based on Multivariate Statistical Analysis Build Model to Forecast the Audit Opinion of Listed Company. International Journal of Digital Content Technology and its Applications. 5(6). 331–336. 1 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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