Youssef Mroueh
Impact in
- Signal Processing top 5%
- Speech and Audio Processing
- Music and Audio Processing
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- Computational Drug Discovery Methods
Papers in
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- Domain Adaptation and Few-Shot Learning 5
- Neural Networks and Applications 4
- Adversarial Robustness in Machine Learning 2
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- Multimodal Machine Learning Applications 3
- Generative Adversarial Networks and Image Synthesis 2
- Human Pose and Action Recognition 2
- Co-authors
- Payel Das (6 shared papers)Etienne Marcheret (1 shared paper)Vaibhava Goel (1 shared paper)Jerret Ross (7 shared papers)Brian Belgodere (5 shared papers)Inkit Padhi (4 shared papers)Vijil Chenthamarakshan (2 shared papers)Raphaël Pestourie (2 shared papers)
- Journals
- Nature Machine Intelligence (2 papers)IEEE Journal on Emerging and Selected Topics in Circuits and Systems (1 paper)The Annals of Statistics (1 paper)npj Computational Materials (1 paper)Physical Review X (1 paper)
- Partner nations
- United StatesItalySwitzerland
In The Last Decade
Youssef Mroueh
25 papers receiving 603 citations
Youssef Mroueh's Hit Papers
Peers
Comparison fields: 5 of 113
- Signal Processing 120
- Computational Theory and Mathematics 157
- Computer Vision and Pattern Recognition 132
- Artificial Intelligence 175
- Health Informatics 5
Countries citing papers authored by Youssef Mroueh
This map shows the geographic impact of Youssef Mroueh'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 Youssef Mroueh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Youssef Mroueh more than expected).
Fields of papers citing papers by Youssef Mroueh
This network shows the impact of papers produced by Youssef Mroueh. 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 Youssef Mroueh. The network helps show where Youssef Mroueh may publish in the future.
Co-authors
The 25 scholars most cited alongside Youssef Mroueh, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 28 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Large-scale chemical language representations capture molecular structure and properties Hit paper breakdown → | 2022 | 260 |
| 2 | 2015 | 150 | |
| 3 | 2020 | 58 | |
| 4 | 2022 | 26 | |
| 5 | 2015 | 23 | |
| 6 | 2023 | 18 | |
| 7 | 2017 | 15 | |
| 8 | Fisher GAN | 2017 | 10 |
| 9 | 2020 | 7 | |
| 10 | Multiclass Learning with Simplex Coding | 2012 | 6 |
| 11 | Improved Image Captioning with Adversarial Semantic Alignment. | 2018 | 6 |
| 12 | Sobolev GAN | 2018 | 6 |
| 13 | 2021 | 5 | |
| 14 | 2019 | 5 | |
| 15 | 2024 | 4 | |
| 16 | 2025 | 4 | |
| 17 | 2015 | 4 | |
| 18 | 2023 | 3 | |
| 19 | 2024 | 3 | |
| 20 | Generative Feature Matching Networks | 2018 | 3 |
About Youssef Mroueh
Youssef Mroueh is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics, Signal Processing and Computational Mechanics, having authored 28 papers that have together received 628 indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (5 papers), Neural Networks and Applications (4 papers), Sparse and Compressive Sensing Techniques (3 papers), Multimodal Machine Learning Applications (3 papers), Speech and Audio Processing (3 papers), Adversarial Robustness in Machine Learning (2 papers), Generative Adversarial Networks and Image Synthesis (2 papers) and Human Pose and Action Recognition (2 papers). The work is most often cited by research in Signal Processing (120 citations), Computational Theory and Mathematics (157 citations), Computer Vision and Pattern Recognition (132 citations), Artificial Intelligence (175 citations) and Health Informatics (5 citations). Youssef Mroueh has collaborated with scholars based in United States, Italy and Switzerland. Frequent co-authors include Payel Das, Etienne Marcheret, Vaibhava Goel, Jerret Ross, Brian Belgodere, Inkit Padhi, Vijil Chenthamarakshan, Raphaël Pestourie, Steven G. Johnson and Tom Sercu. Their work appears in journals such as Nature Machine Intelligence, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, The Annals of Statistics, npj Computational Materials and Physical Review X.
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.