Dominique Beaini

1.3k total citations
9 papers, 84 citations indexed

About

Dominique Beaini is a scholar working on Control and Systems Engineering, Computer Vision and Pattern Recognition and Artificial Intelligence. According to data from OpenAlex, Dominique Beaini has authored 9 papers receiving a total of 84 indexed citations (citations by other indexed papers that have themselves been cited), including 2 papers in Control and Systems Engineering, 2 papers in Computer Vision and Pattern Recognition and 2 papers in Artificial Intelligence. Recurrent topics in Dominique Beaini's work include Soft Robotics and Applications (2 papers), Robot Manipulation and Learning (2 papers) and Advanced Graph Neural Networks (2 papers). Dominique Beaini is often cited by papers focused on Soft Robotics and Applications (2 papers), Robot Manipulation and Learning (2 papers) and Advanced Graph Neural Networks (2 papers). Dominique Beaini collaborates with scholars based in Canada, United Kingdom and Algeria. Dominique Beaini's co-authors include Sofiane Achiche, Píetro Lió, Maxime Raison, Aurélian Vadean, Gabriele Corso, Petar Veličković, William L. Hamilton, Oren Kraus, Safiye Çelik and Chi Vicky Cheng and has published in prestigious journals such as Structural and Multidisciplinary Optimization, Engineering Applications of Artificial Intelligence and The Visual Computer.

In The Last Decade

Dominique Beaini

7 papers receiving 82 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Dominique Beaini Canada 5 30 22 18 14 11 9 84
Kwanyoung Kim South Korea 4 60 2.0× 46 2.1× 4 0.2× 2 0.1× 2 0.2× 8 161
Zejiang Shen United States 4 19 0.6× 27 1.2× 7 0.4× 2 0.1× 5 0.5× 8 63
Michael Lutter Germany 5 33 1.1× 9 0.4× 5 0.3× 8 0.6× 10 98
Pawel Grzegorz Russek Poland 5 43 1.4× 35 1.6× 11 0.6× 4 0.3× 24 2.2× 28 108
Konrad Żołna Poland 5 41 1.4× 19 0.9× 29 1.6× 1 0.1× 8 0.7× 15 101
G. F. Cao South Korea 6 18 0.6× 45 2.0× 8 0.4× 3 0.2× 32 105
Igor Ivanković Croatia 10 24 0.8× 5 0.2× 6 0.3× 2 0.1× 4 0.4× 59 293
Xingyuan Sun China 7 17 0.6× 37 1.7× 4 0.3× 4 0.4× 17 111

Countries citing papers authored by Dominique Beaini

Since Specialization
Citations

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

Fields of papers citing papers by Dominique Beaini

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dominique Beaini

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

All Works

9 of 9 papers shown
1.
Kraus, Oren, et al.. (2024). Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology. 11757–11768. 10 indexed citations
2.
Beaini, Dominique, et al.. (2024). On the Scalability of GNNs for Molecular Graphs. 19870–19906.
3.
Beaini, Dominique, et al.. (2022). Recipe for a General, Powerful, Scalable Graph Transformer. 14501–14515.
4.
Beaini, Dominique, et al.. (2021). Directional graph networks. 748–758. 18 indexed citations
5.
Corso, Gabriele, et al.. (2020). Principal Neighbourhood Aggregation for Graph Nets. Neural Information Processing Systems. 33. 13260–13271. 14 indexed citations
6.
Beaini, Dominique, et al.. (2020). Deep green function convolution for improving saliency in convolutional neural networks. The Visual Computer. 37(2). 227–244. 1 indexed citations
7.
Vadean, Aurélian, et al.. (2018). Image-based truss recognition for density-based topology optimization approach. Structural and Multidisciplinary Optimization. 58(6). 2697–2709. 19 indexed citations
8.
Achiche, Sofiane, et al.. (2017). Fast scene analysis using vision and artificial intelligence for object prehension by an assistive robot. Engineering Applications of Artificial Intelligence. 63. 33–44. 21 indexed citations
9.
Achiche, Sofiane, et al.. (2017). Design guidelines for shoulder design of an anthropomorphic robotic arm. PolyPublie (École Polytechnique de Montréal). 41–50. 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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