Christian Szegedy

129.0k total citations · 6 hit papers
25 papers, 56.1k citations indexed

About

Christian Szegedy is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Hardware and Architecture. According to data from OpenAlex, Christian Szegedy has authored 25 papers receiving a total of 56.1k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 8 papers in Computer Vision and Pattern Recognition and 7 papers in Hardware and Architecture. Recurrent topics in Christian Szegedy's work include VLSI and FPGA Design Techniques (6 papers), Topic Modeling (5 papers) and Low-power high-performance VLSI design (5 papers). Christian Szegedy is often cited by papers focused on VLSI and FPGA Design Techniques (6 papers), Topic Modeling (5 papers) and Low-power high-performance VLSI design (5 papers). Christian Szegedy collaborates with scholars based in United States, Germany and Poland. Christian Szegedy's co-authors include Vincent Vanhoucke, Sergey Ioffe, Dumitru Erhan, Zbigniew Wojna, Dragomir Anguelov, Andrew Rabinovich, Scott Reed, Wei Liu, Pierre Sermanet and Yangqing Jia and has published in prestigious journals such as ACM SIGPLAN Notices, Discrete Applied Mathematics and Computational Optimization and Applications.

In The Last Decade

Christian Szegedy

24 papers receiving 54.0k citations

Hit Papers

5 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.

Going deeper with convolutions

2015 30.6k citations Christian Szegedy, Wei Liu et al. profile →
Rethinking the Inception Architecture for Computer Vision

2016 19.3k citations Christian Szegedy, Vincent Vanhoucke et al. profile →
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

2017 2.6k citations Christian Szegedy, Vincent Vanhoucke et al. profile →
DeepPose: Human Pose Estimation via Deep Neural Networks

2014 1.8k citations Alexander Toshev, Christian Szegedy arXiv (Cornell University) profile →
Deep Neural Networks for Object Detection

2013 774 citations Christian Szegedy, Alexander Toshev et al. Neural Information Processing Systems profile →
Scalable Object Detection Using Deep Neural Networks

2014 723 citations Dumitru Erhan, Christian Szegedy et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Christian Szegedy United States	12	30.6k	18.2k	7.2k	4.8k	4.1k	25	56.1k
Karen Simonyan United States	23	34.0k 1.1×	21.1k 1.2×	5.6k 0.8×	5.6k 1.2×	3.4k 0.8×	49	63.3k
Vincent Vanhoucke United States	19	30.8k 1.0×	23.2k 1.3×	7.3k 1.0×	4.8k 1.0×	4.3k 1.0×	37	62.8k
Jia Deng United States	32	40.9k 1.3×	25.2k 1.4×	6.2k 0.9×	5.3k 1.1×	3.2k 0.8×	61	65.0k
Alex Krizhevsky Canada	7	31.3k 1.0×	24.9k 1.4×	6.1k 0.8×	5.3k 1.1×	4.7k 1.1×	7	70.5k
Yangqing Jia United States	24	27.0k 0.9×	14.2k 0.8×	4.2k 0.6×	4.4k 0.9×	2.7k 0.7×	39	44.1k
Dumitru Erhan United States	18	23.5k 0.8×	14.2k 0.8×	4.1k 0.6×	3.4k 0.7×	2.4k 0.6×	22	40.3k
Zheng Zhang China	68	21.1k 0.7×	11.3k 0.6×	4.0k 0.5×	4.9k 1.0×	3.2k 0.8×	684	44.4k
Trevor Darrell United States	84	54.3k 1.8×	24.0k 1.3×	5.2k 0.7×	7.5k 1.6×	4.9k 1.2×	389	78.9k
Bernhard Schölkopf Germany	96	23.7k 0.8×	31.3k 1.7×	3.2k 0.4×	5.1k 1.1×	4.4k 1.1×	583	79.6k
Dragomir Anguelov United States	30	21.5k 0.7×	10.5k 0.6×	3.7k 0.5×	3.2k 0.7×	2.3k 0.6×	57	37.3k

Countries citing papers authored by Christian Szegedy

Since Specialization

Citations

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

Fields of papers citing papers by Christian Szegedy

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Christian Szegedy

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Kaiser, Łukasz, et al.. (2022). Hierarchical Transformers Are More Efficient Language Models. 1559–1571. 20 indexed citations

Rabe, Markus N., Dennis Lee, Kshitij Bansal, & Christian Szegedy. (2021). Mathematical Reasoning via Self-supervised Skip-tree Training. International Conference on Learning Representations. 3 indexed citations

Lee, Dennis, Christian Szegedy, Markus N. Rabe, Sarah M. Loos, & Kshitij Bansal. (2020). Mathematical Reasoning in Latent Space. International Conference on Learning Representations. 4 indexed citations

Rabe, Markus N., Dennis Lee, Kshitij Bansal, & Christian Szegedy. (2020). Language Modeling for Formal Mathematics. arXiv (Cornell University). 1 indexed citations

Bansal, Kshitij, et al.. (2019). HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving. International Conference on Machine Learning. 454–463. 21 indexed citations

Bansal, Kshitij, et al.. (2019). HOList: An Environment for Machine Learning of Higher-Order Theorem Proving (extended version). arXiv (Cornell University). 2 indexed citations

Alemi, Alexander A., François Chollet, Geoffrey Irving, Christian Szegedy, & Josef Urban. (2016). DeepMath - Deep Sequence Models for Premise Selection. Neural Information Processing Systems. 29. 2235–2243. 15 indexed citations

Szegedy, Christian, Wei Liu, Yangqing Jia, et al.. (2015). Going deeper with convolutions. 1–9. 30609 indexed citations breakdown →

Reed, Scott, Honglak Lee, Dragomir Anguelov, et al.. (2015). TRAINING DEEP NEURAL NETWORKS ON NOISY LABELS WITH BOOTSTRAPPING. arXiv (Cornell University). 145 indexed citations

10.

Toshev, Alexander & Christian Szegedy. (2014). DeepPose: Human Pose Estimation via Deep Neural Networks. arXiv (Cornell University). 1653–1660. 1832 indexed citations breakdown →

11.

Erhan, Dumitru, Christian Szegedy, Alexander Toshev, & Dragomir Anguelov. (2014). Scalable Object Detection Using Deep Neural Networks. 2155–2162. 723 indexed citations breakdown →

12.

Szegedy, Christian, Alexander Toshev, & Dumitru Erhan. (2013). Deep Neural Networks for Object Detection. Neural Information Processing Systems. 26. 2553–2561. 774 indexed citations breakdown →

13.

Lublinerman, Roberto, Christian Szegedy, & Stavros Tripakis. (2009). Modular code generation from synchronous block diagrams. 78–89. 34 indexed citations

14.

Rautenbach, Dieter, et al.. (2007). Timing optimization by restructuring long combinatorial paths. International Conference on Computer Aided Design. 536–543. 8 indexed citations

15.

Rautenbach, Dieter & Christian Szegedy. (2007). A class of problems for which cyclic relaxation converges linearly. Computational Optimization and Applications. 41(1). 53–60. 2 indexed citations

16.

Rautenbach, Dieter, et al.. (2007). On the cost of optimal alphabetic code trees with unequal letter costs. European Journal of Combinatorics. 29(2). 386–394. 1 indexed citations

17.

Szegedy, Christian, et al.. (2007). A morphing approach to address placement stability. 95–102. 1 indexed citations

18.

Rautenbach, Dieter, et al.. (2007). Timing optimization by restructuring long combinatorial paths. Digest of technical papers/Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design. 536–543. 7 indexed citations

19.

Rautenbach, Dieter, et al.. (2005). Delay optimization of linear depth boolean circuits with prescribed input arrival times. Journal of Discrete Algorithms. 4(4). 526–537. 8 indexed citations

20.

Szegedy, Christian. (2002). On the Number of 3-Edge Colorings of Cubic Graphs. European Journal of Combinatorics. 23(1). 113–120. 3 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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