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.
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
20132.7k citationsDavid I Shuman, Sunil K. Narang et al.IEEE Signal Processing Magazineprofile →
Geometric Deep Learning: Going beyond Euclidean data
20171.9k citationsPierre Vandergheynst et al.IEEE Signal Processing Magazineprofile →
Wavelets on graphs via spectral graph theory
20101.4k citationsPierre Vandergheynst et al.Applied and Computational Harmonic Analysisprofile →
FREAK: Fast Retina Keypoint
20121.1k citationsAlexandre Alahi, Pierre Vandergheynst et al.Infoscience (Ecole Polytechnique Fédérale de Lausanne)profile →
Graph Signal Processing: Overview, Challenges, and Applications
20181.0k citationsAntonio Ortega, Pascal Frossard et al.Proceedings of the IEEEprofile →
Fast Global Minimization of the Active Contour/Snake Model
2007588 citationsPierre Vandergheynst et al.profile →
Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes
2011561 citationsPierre Vandergheynst et al.profile →
Learning Laplacian Matrix in Smooth Graph Signal Representations
2016362 citationsXiaowen Dong, Dorina Thanou et al.profile →
Peers — A (Enhanced Table)
Peers by citation overlap · career bar shows stage (early→late)
cites ·
hero ref
Countries citing papers authored by Pierre Vandergheynst
Since
Specialization
Citations
This map shows the geographic impact of Pierre Vandergheynst'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 Pierre Vandergheynst with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pierre Vandergheynst more than expected).
Fields of papers citing papers by Pierre Vandergheynst
This network shows the impact of papers produced by Pierre Vandergheynst. 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 Pierre Vandergheynst. The network helps show where Pierre Vandergheynst may publish in the future.
Co-authorship network of co-authors of Pierre Vandergheynst
This figure shows the co-authorship network connecting the top 25 collaborators of Pierre Vandergheynst.
A scholar is included among the top collaborators of Pierre Vandergheynst 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 Pierre Vandergheynst. Pierre Vandergheynst is excluded from
the visualization to improve readability, since they are connected to all nodes in the network.
Ortega, Antonio, Pascal Frossard, Jelena Kovačević, José M. F. Moura, & Pierre Vandergheynst. (2018). Graph Signal Processing: Overview, Challenges, and Applications. Proceedings of the IEEE. 106(5). 808–828.1036 indexed citations breakdown →
3.
Perraudin, Nathanaël, et al.. (2015). Accelerated filtering on graphs using Lanczos method. Infoscience (Ecole Polytechnique Fédérale de Lausanne).1 indexed citations
4.
Vandergheynst, Pierre. (2015). Random Sampling of Bandlimited Signals on Graphs. Infoscience (Ecole Polytechnique Fédérale de Lausanne).1 indexed citations
5.
Dong, Xiaowen, Dorina Thanou, Pascal Frossard, & Pierre Vandergheynst. (2014). Learning Graphs from Signal Observations under Smoothness Prior.. arXiv (Cornell University).9 indexed citations
6.
Shuman, David I, Sunil K. Narang, Pascal Frossard, Antonio Ortega, & Pierre Vandergheynst. (2013). The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains. IEEE Signal Processing Magazine. 30(3). 83–98.2679 indexed citations breakdown →
7.
Puy, Gilles, Gabriele Bonanno, Matthias Stuber, & Pierre Vandergheynst. (2013). Joint reconstruction of misaligned images from incomplete measurements for cardiac MRI. Infoscience (Ecole Polytechnique Fédérale de Lausanne).1 indexed citations
8.
Puy, Gilles & Pierre Vandergheynst. (2012). Robust joint reconstruction of misaligned images using semi-parametric dictionaries. Infoscience (Ecole Polytechnique Fédérale de Lausanne).2 indexed citations
9.
Alahi, Alexandre, et al.. (2012). Beyond Bits: Reconstructing Images from Local Binary Descriptors. Infoscience (Ecole Polytechnique Fédérale de Lausanne).24 indexed citations
10.
Shuman, David I, Sunil K. Narang, Pascal Frossard, Antonio Ortega, & Pierre Vandergheynst. (2012). Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains. arXiv (Cornell University).18 indexed citations
11.
Jacques, Laurent, et al.. (2011). Hardware Implementation of an Omnidirectional Camera for Real-Time 3D Imaging. 1(1). 1–4.1 indexed citations
12.
Golbabaee, Mohammad, Simon Arberet, & Pierre Vandergheynst. (2010). Multichannel compressed sensing via source separation for hyperspectral images. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1326–1329.8 indexed citations
Wiaux, Yves, Laurent Jacques, & Pierre Vandergheynst. (2005). Fast spin +-2 spherical harmonics transforms. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)).4 indexed citations
Frossard, Pascal & Pierre Vandergheynst. (2005). Unequal Error Protection of Atomic Image Streams. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 26(3). 169–72.2 indexed citations
17.
Escoda, O. Divorra, et al.. (2005). Analysis of Multimodal Signals Using Redundant Representations [Winner of IBM Student Paper Award]. Infoscience (Ecole Polytechnique Fédérale de Lausanne).1 indexed citations
18.
Flierl, Markus & Pierre Vandergheynst. (2004). INTER-RESOLUTION TRANSFORM FOR SPATIALLY SCALABLE VIDEO CODING. Infoscience (Ecole Polytechnique Fédérale de Lausanne).5 indexed citations
19.
Frossard, Pascal & Pierre Vandergheynst. (2001). A Posteriori Quantized Matching Pursuit. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 495.6 indexed citations
20.
Frossard, Pascal, Pierre Vandergheynst, & M. Kunt. (2000). Redundancy-Driven A Posteriori Matching Pursuit Quantization.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.