Grigorios G. Chrysos

1.0k total citations
29 papers, 486 citations indexed

About

Grigorios G. Chrysos is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Grigorios G. Chrysos has authored 29 papers receiving a total of 486 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Computer Vision and Pattern Recognition, 9 papers in Artificial Intelligence and 5 papers in Signal Processing. Recurrent topics in Grigorios G. Chrysos's work include Face recognition and analysis (7 papers), Generative Adversarial Networks and Image Synthesis (5 papers) and Advanced Neural Network Applications (5 papers). Grigorios G. Chrysos is often cited by papers focused on Face recognition and analysis (7 papers), Generative Adversarial Networks and Image Synthesis (5 papers) and Advanced Neural Network Applications (5 papers). Grigorios G. Chrysos collaborates with scholars based in United Kingdom, Greece and United States. Grigorios G. Chrysos's co-authors include Stefanos Zafeiriou, Jiankang Deng, Yannis Panagakis, Jie Shen, George Trigeorgis, Jean Kossaifi, Epameinondas Antonakos, Patrick Snape, Akshay Asthana and Stylianos Moschoglou and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Proceedings of the IEEE and IEEE Transactions on Image Processing.

In The Last Decade

Grigorios G. Chrysos

26 papers receiving 471 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Grigorios G. Chrysos United Kingdom 10 347 87 85 44 38 29 486
Stylianos Moschoglou United Kingdom 7 503 1.4× 211 2.4× 112 1.3× 61 1.4× 6 0.2× 10 584
Hyeongwoo Kim Germany 8 935 2.7× 120 1.4× 57 0.7× 384 8.7× 25 0.7× 14 1.1k
Gilbert Maître Switzerland 7 837 2.4× 528 6.1× 157 1.8× 36 0.8× 4 0.1× 17 1.0k
Yanan Guo China 8 378 1.1× 38 0.4× 90 1.1× 19 0.4× 10 0.3× 22 453
Song-Chun Zhu United States 5 468 1.3× 63 0.7× 73 0.9× 57 1.3× 7 542
Xujun Peng United States 14 478 1.4× 41 0.5× 83 1.0× 52 1.2× 20 0.5× 44 567
Chengcheng Jia China 13 183 0.5× 24 0.3× 95 1.1× 29 0.7× 36 0.9× 24 316
Shengmei Shen China 11 462 1.3× 136 1.6× 157 1.8× 22 0.5× 1 0.0× 16 582
Gaurav Aggarwal United States 15 547 1.6× 160 1.8× 70 0.8× 57 1.3× 1 0.0× 40 680
Venice Erin Liong Singapore 16 1.5k 4.3× 260 3.0× 211 2.5× 26 0.6× 2 0.1× 23 1.6k

Countries citing papers authored by Grigorios G. Chrysos

Since Specialization
Citations

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

Fields of papers citing papers by Grigorios G. Chrysos

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Grigorios G. Chrysos. 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 Grigorios G. Chrysos. The network helps show where Grigorios G. Chrysos may publish in the future.

Co-authorship network of co-authors of Grigorios G. Chrysos

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

All Works

20 of 20 papers shown
1.
Chrysos, Grigorios G., et al.. (2025). Hadamard Product in Deep Learning: Introduction, Advances and Challenges. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(8). 6531–6549. 4 indexed citations
2.
3.
Deng, Jiankang, et al.. (2023). Linear Complexity Self-Attention with $3^{\text{rd}}$ Order Polynomials. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(11). 1–12. 4 indexed citations
4.
Chrysos, Grigorios G., Bohan Wang, Jiankang Deng, & Volkan Cevher. (2023). Regularization of polynomial networks for image recognition. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 16123–16132. 3 indexed citations
5.
6.
Panagakis, Yannis, Jean Kossaifi, Grigorios G. Chrysos, et al.. (2021). Tensor Methods in Computer Vision and Deep Learning. Proceedings of the IEEE. 109(5). 863–890. 77 indexed citations
7.
Chrysos, Grigorios G., Stylianos Moschoglou, Giorgos Bouritsas, et al.. (2021). Deep Polynomial Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(8). 1–1. 46 indexed citations
8.
Chrysos, Grigorios G., Jean Kossaifi, & Stefanos Zafeiriou. (2020). RoCGAN: Robust Conditional GAN. International Journal of Computer Vision. 128(10-11). 2665–2683. 21 indexed citations
9.
Chrysos, Grigorios G., Jiankang Deng, Yannis Panagakis, & Stefanos Zafeiriou. (2019). Newton Residual Learning. 1 indexed citations
10.
Chrysos, Grigorios G., Jean Kossaifi, & Stefanos Zafeiriou. (2018). Robust Conditional Generative Adversarial Networks. arXiv (Cornell University). 1 indexed citations
11.
Chrysos, Grigorios G., Epameinondas Antonakos, & Stefanos Zafeiriou. (2018). IPST: Incremental Pictorial Structures for Model-Free Tracking of Deformable Objects. IEEE Transactions on Image Processing. 27(7). 3529–3540. 1 indexed citations
12.
Alachiotis, Nikolaos, et al.. (2018). Accelerated Inference of Positive Selection on Whole Genomes. 202–2027. 2 indexed citations
13.
Chrysos, Grigorios G., Epameinondas Antonakos, Patrick Snape, Akshay Asthana, & Stefanos Zafeiriou. (2017). A Comprehensive Performance Evaluation of Deformable Face Tracking “In-the-Wild”. International Journal of Computer Vision. 126(2-4). 198–232. 85 indexed citations
14.
Zafeiriou, Stefanos, Grigorios G. Chrysos, Anastasios Roussos, et al.. (2017). The 3D Menpo Facial Landmark Tracking Challenge. Open Research Exeter (University of Exeter). 2503–2511. 25 indexed citations
15.
Chrysos, Grigorios G. & Stefanos Zafeiriou. (2017). PD2T: Person-Specific Detection, Deformable Tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence. 40(11). 2555–2568. 4 indexed citations
16.
Chrysos, Grigorios G., et al.. (2014). HPC-gSpan: An FPGA-based parallel system for frequent subgraph mining. 40. 1–4. 8 indexed citations
17.
Chrysos, Grigorios G., Apostolos Dollas, & Nikolaos Bourbakis. (2011). An embedded software-reconfigurable color segmentation architecture for image processing systems. Microprocessors and Microsystems. 36(3). 215–231. 1 indexed citations
18.
Chrysos, Grigorios G., et al.. (2009). A FPGA based coprocessor for gene finding using Interpolated Markov Model (IMM). 8. 683–686. 3 indexed citations
19.
20.
Chrysos, Grigorios G., Apostolos Dollas, & Nikolaos Bourbakis. (2007). Architecture and design of an embeddable system for SCAN-based compression, encryption and information hiding. Journal of Real-Time Image Processing. 2(4). 207–222. 4 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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