Xiaodong Gu

2.0k total citations
96 papers, 1.2k citations indexed

About

Xiaodong Gu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Xiaodong Gu has authored 96 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 78 papers in Computer Vision and Pattern Recognition, 23 papers in Artificial Intelligence and 15 papers in Signal Processing. Recurrent topics in Xiaodong Gu's work include Advanced Image and Video Retrieval Techniques (24 papers), Visual Attention and Saliency Detection (19 papers) and Multimodal Machine Learning Applications (17 papers). Xiaodong Gu is often cited by papers focused on Advanced Image and Video Retrieval Techniques (24 papers), Visual Attention and Saliency Detection (19 papers) and Multimodal Machine Learning Applications (17 papers). Xiaodong Gu collaborates with scholars based in China, United Kingdom and United States. Xiaodong Gu's co-authors include Haibing Wu, Zhibo Chen, Yuanyuan Wang, Liming Zhang, Yuanyuan Wang, Yu Ma, Hao Zhang, Wei Fu, Charles Wang and Guoping Qiu and has published in prestigious journals such as IEEE Transactions on Image Processing, Expert Systems with Applications and IEEE Access.

In The Last Decade

Xiaodong Gu

91 papers receiving 1.1k citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Xiaodong Gu China	19	741	386	135	134	73	96	1.2k
Changsong Liu China	20	918 1.2×	362 0.9×	179 1.3×	120 0.9×	31 0.4×	107	1.3k
Raymond Ptucha United States	18	624 0.8×	333 0.9×	143 1.1×	141 1.1×	65 0.9×	76	1.1k
Peiguang Jing China	16	706 1.0×	296 0.8×	109 0.8×	65 0.5×	55 0.8×	92	1.1k
Dhruv Mahajan United States	22	1.1k 1.5×	423 1.1×	215 1.6×	60 0.4×	49 0.7×	49	1.5k
Alexis Battle United States	5	481 0.6×	688 1.8×	94 0.7×	109 0.8×	38 0.5×	7	1.1k
Med Salim Bouhlel Tunisia	16	577 0.8×	262 0.7×	85 0.6×	77 0.6×	73 1.0×	178	1.0k
Hakan Çevıkalp Türkiye	17	768 1.0×	327 0.8×	150 1.1×	182 1.4×	37 0.5×	65	1.1k

Countries citing papers authored by Xiaodong Gu

Since Specialization

Citations

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

Fields of papers citing papers by Xiaodong Gu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaodong Gu

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaodong Gu. A scholar is included among the top collaborators of Xiaodong Gu 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 Xiaodong Gu. Xiaodong Gu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Qiu, Lingteng, Xiaodong Gu, Chao Xu, et al.. (2025). AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction. 21148–21158.

Zhang, Yanlin, et al.. (2024). Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation. Information Systems. 128. 102470–102470. 1 indexed citations

Gu, Xiaodong, et al.. (2024). Enhancing accuracy, diversity, and random input compatibility in face attribute manipulation. Engineering Applications of Artificial Intelligence. 134. 108683–108683. 1 indexed citations

Gu, Xiaodong, et al.. (2024). An improved StyleGAN-based TextToFace model with Local-Global information Fusion. Expert Systems with Applications. 250. 123698–123698. 1 indexed citations

Zhang, Yanlin & Xiaodong Gu. (2024). Enhancing user and item representation with collaborative signals for KG-based recommendation. Neural Computing and Applications. 36(12). 6681–6699. 2 indexed citations

Gu, Xiaodong, et al.. (2024). Attention-Based Gating Network for Robust Segmentation Tracking. IEEE Transactions on Circuits and Systems for Video Technology. 35(1). 245–258. 4 indexed citations

Gu, Xiaodong, et al.. (2023). Accurate and robust visual tracking using bounding box refinement and online sample filtering. Signal Processing Image Communication. 116. 116981–116981. 2 indexed citations

Gu, Xiaodong, et al.. (2023). Co-saliency detection with two-stage co-attention mining and individual calibration. Engineering Applications of Artificial Intelligence. 127. 107201–107201. 2 indexed citations

Zhang, Wei & Xiaodong Gu. (2023). Few Shot Class Incremental Learning via Efficient Prototype Replay and Calibration. Entropy. 25(5). 776–776. 5 indexed citations

10.

Zhang, Wei & Xiaodong Gu. (2023). Task-aware prototype refinement for improved few-shot learning. Neural Computing and Applications. 35(24). 17899–17913. 2 indexed citations

11.

Gu, Xiaodong, et al.. (2023). Adversarial pre-optimized graph representation learning with double-order sampling for cross-modal retrieval. Expert Systems with Applications. 231. 120731–120731. 4 indexed citations

12.

Gu, Xiaodong, et al.. (2022). Visual context learning based on textual knowledge for image–text retrieval. Neural Networks. 152. 434–449. 6 indexed citations

13.

Chen, Cheng, et al.. (2022). Semantic Pre-Alignment and Ranking Learning With Unified Framework for Cross-Modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 34(7). 6503–6516. 17 indexed citations

14.

Gu, Xiaodong, et al.. (2021). An Image Captioning Approach Using Dynamical Attention. 1–8. 2 indexed citations

15.

Gu, Xiaodong, et al.. (2020). Bridging multimedia heterogeneity gap via Graph Representation Learning for cross-modal retrieval. Neural Networks. 134. 143–162. 27 indexed citations

16.

Wu, Haibing & Xiaodong Gu. (2015). Towards dropout training for convolutional neural networks. Neural Networks. 71. 1–10. 223 indexed citations

17.

Wu, Haibing & Xiaodong Gu. (2014). Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis. International Conference on Computational Linguistics. 1322–1330. 13 indexed citations

18.

Chen, Zhibo, et al.. (2007). Attention-based adaptive intra refresh for error-prone video transmission. IEEE Communications Magazine. 45(1). 52–60. 19 indexed citations

19.

Gu, Xiaodong. (2007). Feature Extraction using Unit-linking Pulse Coupled Neural Network and its Applications. Neural Processing Letters. 27(1). 25–41. 53 indexed citations

20.

Fu, Wei, Xiaodong Gu, & Yuanyuan Wang. (2007). Anti-aircraft Missile Deployment Optimization Using Hopfield Neural Network. IEEE International Conference on Neural Networks. 24. 333–337. 2 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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