Mathias Niepert

196 total papers · 3.9k total citations
59 papers, 954 citations indexed

About

Mathias Niepert is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Vision and Pattern Recognition. According to data from OpenAlex, Mathias Niepert has authored 59 papers receiving a total of 954 indexed citations (citations by other indexed papers that have themselves been cited), including 54 papers in Artificial Intelligence, 11 papers in Management Science and Operations Research and 9 papers in Computer Vision and Pattern Recognition. Recurrent topics in Mathias Niepert's work include Topic Modeling (16 papers), Semantic Web and Ontologies (15 papers) and Bayesian Modeling and Causal Inference (14 papers). Mathias Niepert is often cited by papers focused on Topic Modeling (16 papers), Semantic Web and Ontologies (15 papers) and Bayesian Modeling and Causal Inference (14 papers). Mathias Niepert collaborates with scholars based in United States, Germany and Belgium. Mathias Niepert's co-authors include Alberto García-Durán, Sebastijan Dumančić, Heiner Stuckenschmidt, Hui Li, Rim Helaoui, Jan Noessner, Cameron Buckner, Colin Allen, Guy Van den Broeck and Christian Meilicke and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Artificial Intelligence and IEEE Transactions on Neural Networks and Learning Systems.

In The Last Decade

Mathias Niepert

50 papers receiving 905 citations

Hit Papers

Learning Sequence Encoder... 2018 2026 2020 2023 2018 50 100 150 200 250
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Learning Sequence Encoders for Temporal Knowledge Graph Completion
    2018 280 citations Alberto García-Durán, Sebastijan Dumančić et al. profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Mathias Niepert 788 201 201 181 124 59 954
Bonan Min 853 1.1× 288 1.4× 79 0.4× 99 0.5× 158 1.3× 45 1.2k
Enrique Amigó 837 1.1× 386 1.9× 155 0.8× 104 0.6× 68 0.5× 50 1.1k
Wei Shen 828 1.1× 237 1.2× 77 0.4× 245 1.4× 92 0.7× 49 1.0k
Shumin Deng 957 1.2× 139 0.7× 164 0.8× 177 1.0× 39 0.3× 40 1.2k
Theodoros Rekatsinas 677 0.9× 243 1.2× 101 0.5× 512 2.8× 141 1.1× 39 980
Parag Singla 892 1.1× 269 1.3× 147 0.7× 240 1.3× 183 1.5× 53 1.2k
Benjamin Piwowarski 572 0.7× 584 2.9× 260 1.3× 122 0.7× 90 0.7× 38 1.1k
Liang Hu 616 0.8× 752 3.7× 182 0.9× 152 0.8× 237 1.9× 67 1.1k
Georgiana Ifrim 665 0.8× 240 1.2× 86 0.4× 83 0.5× 82 0.7× 34 915
Wenhu Chen 779 1.0× 97 0.5× 339 1.7× 80 0.4× 106 0.9× 66 1.1k

Countries citing papers authored by Mathias Niepert

Since Specialization
Citations

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

Fields of papers citing papers by Mathias Niepert

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mathias Niepert

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

All Works

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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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2026