Volker Tresp

464 total papers · 16.1k total citations
118 papers, 3.7k citations indexed

About

Volker Tresp is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Volker Tresp has authored 118 papers receiving a total of 3.7k indexed citations (citations by other indexed papers that have themselves been cited), including 88 papers in Artificial Intelligence, 21 papers in Computer Vision and Pattern Recognition and 16 papers in Signal Processing. Recurrent topics in Volker Tresp’s work include Advanced Graph Neural Networks (24 papers), Neural Networks and Applications (19 papers) and Topic Modeling (17 papers). Volker Tresp is often cited by papers focused on Advanced Graph Neural Networks (24 papers), Neural Networks and Applications (19 papers) and Topic Modeling (17 papers). Volker Tresp collaborates with scholars based in Germany, United States and Italy. Volker Tresp's co-authors include Maximilian Nickel, Hans‐Peter Kriegel, Anton Schwaighofer, Evgeniy Gabrilovich, Kevin Murphy, Kai Yu, Subutai Ahmad, Yunpu Ma, Dirk Ormoneit and Markus Bundschus and has published in prestigious journals such as Proceedings of the IEEE, BMC Bioinformatics and IEEE Transactions on Medical Imaging.

In The Last Decade

Co-authorship network of co-authors of Volker Tresp

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

Volker Tresp

106 papers receiving 3.5k citations

Fields of papers citing papers by Volker Tresp

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Volker Tresp

Since Specialization
Citations

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

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.

Explore authors with similar magnitude of impact

Rankless by CCL
2026