Erik Nijkamp

2.4k total citations · 3 hit papers
22 papers, 1.1k citations indexed

About

Erik Nijkamp is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications. According to data from OpenAlex, Erik Nijkamp has authored 22 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Artificial Intelligence, 10 papers in Computer Vision and Pattern Recognition and 5 papers in Computer Networks and Communications. Recurrent topics in Erik Nijkamp's work include Generative Adversarial Networks and Image Synthesis (5 papers), Neural Networks and Applications (5 papers) and Topic Modeling (4 papers). Erik Nijkamp is often cited by papers focused on Generative Adversarial Networks and Image Synthesis (5 papers), Neural Networks and Applications (5 papers) and Topic Modeling (4 papers). Erik Nijkamp collaborates with scholars based in United States, Germany and China. Erik Nijkamp's co-authors include Ying Wu, Bo Pang, Yannis Sismanis, Peter J. Haas, Rainer Gemulla, Ali Madani, Jeffrey A. Ruffolo, Eli N. Weinstein, Nikhil Naik and Ying Wu and has published in prestigious journals such as IEEE Transactions on Knowledge and Data Engineering, Proceedings of the VLDB Endowment and Cell Systems.

In The Last Decade

Erik Nijkamp

22 papers receiving 1.0k citations

Hit Papers

align trajectories

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 threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Large-scale matrix factorization with distributed stochastic gradient descent

2011 393 citations Erik Nijkamp, Yannis Sismanis et al. profile →
Deep Learning With TensorFlow: A Review

2019 301 citations Bo Pang, Erik Nijkamp et al. Journal of Educational and Behavioral Statistics profile →
ProGen2: Exploring the boundaries of protein language models

2023 169 citations Erik Nijkamp, Jeffrey A. Ruffolo et al. Cell Systems profile →

Peers

Countries citing papers authored by Erik Nijkamp

Since Specialization

Citations

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

Fields of papers citing papers by Erik Nijkamp

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Erik Nijkamp

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

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	ProGen2: Exploring the boundaries of protein language models breakdown → 2023 ·Cell Systems ·Erik Nijkamp, Jeffrey A. Ruffolo, Eli N. Weinstein, Nikhil Naik, Ali Madani	169
2	Generative Text Modeling through Short Run Inference 2021 ·Bo Pang, Erik Nijkamp, (unknown), Ying Wu	1
3	SCRIPT: Self-Critic PreTraining of Transformers 2021 ·Erik Nijkamp, Bo Pang, Ying Wu, Caiming Xiong	4
4	Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation 2020 ·Bo Pang, Erik Nijkamp, (unknown), Linqi Zhou, Yixian Liu, Kewei Tu	41
5	Flow Contrastive Estimation of Energy-Based Models 2020 ·Ruiqi Gao, Erik Nijkamp, Diederik P. Kingma, Zhen Xu, Andrew M. Dai, Ying Wu	16
6	Joint Training of Variational Auto-Encoder and Latent Energy-Based Model 2020 ·Tian Han, Erik Nijkamp, Linqi Zhou, Bo Pang, Song‐Chun Zhu, Ying Wu	8
7	On Learning Non-Convergent Short-Run MCMC Toward Energy-Based Model. 2019 ·arXiv (Cornell University) ·Erik Nijkamp, Song‐Chun Zhu, Ying Wu	3
8	Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model 2019 ·Neural Information Processing Systems ·Erik Nijkamp, (unknown), Song‐Chun Zhu, Ying Wu	10
9	Building a telescope to look into high-dimensional image spaces 2019 ·Quarterly of Applied Mathematics ·(unknown), Erik Nijkamp, Song‐Chun Zhu	4
10	Deep Learning With TensorFlow: A Review breakdown → 2019 ·Journal of Educational and Behavioral Statistics ·Bo Pang, Erik Nijkamp, Ying Wu	301
11	Representation Learning: A Statistical Perspective 2019 ·Annual Review of Statistics and Its Application ·Jianwen Xie, Ruiqi Gao, Erik Nijkamp, Song‐Chun Zhu, Ying Wu	12
12	A Dance with the Langevin Equation 2018 ·eScholarship (California Digital Library) ·Erik Nijkamp	1
13	Generative Hierarchical Learning of Sparse FRAME Models 2017 ·Jianwen Xie, Yifei Xu, Erik Nijkamp, Ying Wu, Song‐Chun Zhu	1
14	MapReduce and PACT - Comparing Data Parallel Programming Models. 2011 ·Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft) ·A. Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke	17
15	BinRank: Scaling Dynamic Authority-Based Search Using Materialized Subgraphs 2010 ·IEEE Transactions on Knowledge and Data Engineering ·Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp	5
16	Massively parallel data analysis with PACTs on Nephele 2010 ·Proceedings of the VLDB Endowment ·A. Alexandrov, Max Heimel, Volker Markl, Dominic Battré, Fabian Hueske, Erik Nijkamp, Stephan Ewen, Odej Kao, Daniel Warneke	30
17	Value demonstration of embedded analytics for front office applications 2009 ·BTW ·Erik Nijkamp, (unknown), (unknown)	1
18	Embedded analytics in front office applications 2009 ·BTW ·(unknown), Erik Nijkamp	5
19	BinRank: Scaling Dynamic Authority-Based Search Using Materialized SubGraphs 2009 ·Proceedings - International Conference on Data Engineering ·Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp	6
20	DBPubs 2008 ·Proceedings of the VLDB Endowment ·(unknown), Andrey Balmin, Heasoo Hwang, Erik Nijkamp, Jun Rao, Berthold Reinwald, Alkis Simitsis, Yannis Sismanis, Frank van Ham	4

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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