| 2022 | ICASSP | Fast Multiscale Diffusion On Graphs. | Sibylle Marcotte, Amlie Barbe, Rmi Gribonval, Titouan Vayer, Marc Sebban, Pierre Borgnat, Paulo Gonalves |
| 2021 | ICASSP | Multiview Variational Graph Autoencoders for Canonical Correlation Analysis. | Yacouba Kaloga, Pierre Borgnat, Sundeep Prabhakar Chepuri, Patrice Abry, Amaury Habrard |
| 2021 | ICTAI | Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation. | Amlie Barbe, Paulo Gonalves, Marc Sebban, Pierre Borgnat, Rmi Gribonval, Titouan Vayer |
| 2020 | ICASSP | Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation. | Gatan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonalves |
| 2017 | ESANN | Processing, mining and visualizing massive urban data. | Pierre Borgnat, Etienne Cme, Latifa Oukhellou |
| 2017 | ESANN | Using degree constrained gravity null-models to understand the structure of journeys' networks in bicycle sharing systems. | Rmy Cazabet, Pierre Borgnat, Pablo Jensen |
| 2017 | ICASSP | Online Empirical Mode Decomposition. | Romain Fontugne, Pierre Borgnat, Patrick Flandrin |
| 2016 | ICASSP | Accelerated spectral clustering using graph filtering of random signals. | Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Rmi Gribonval, Pierre Vandergheynst |
| 2015 | ACSSC | Community mining with graph filters for correlation matrices. | Pierre Borgnat, Paulo Gonalves, Nicolas Tremblay, Nathanael Willaime-Angonin |
| 2015 | ACSSC | Joint filtering of graph and graph-signals. | Nicolas Tremblay, Pierre Borgnat |
| 2015 | ICASSP | Random projection and multiscale wavelet leader based anomaly detection and address identification in internet traffic. | Romain Fontugne, Patrice Abry, Kensuke Fukuda, Pierre Borgnat, Johan Mazel, Herwig Wendt, Darryl Veitch |
| 2015 | ICASSP | Estimating link-dependent Origin-Destination matrices from sample trajectories and traffic counts. | Gabriel Michau, Pierre Borgnat, Nelly Pustelnik, Patrice Abry, Alfredo Nantes, Edward Chung |
| 2014 | ICASSP | Nonnegative matrix factorization to find features in temporal networks. | Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Cline Robardet |
| 2014 | ICASSP | 2D Hilbert-Huang Transform. | Jeremy Schmitt, Nelly Pustelnik, Pierre Borgnat, Patrick Flandrin |
| 2014 | ICASSP | A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution. | Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat |
| 2013 | CBMS | Hurst exponent and intrapartum fetal heart rate: Impact of decelerations. | Patrice Abry, Stphane G. Roux, Vclav Chudcek, Pierre Borgnat, Paulo Gonalves, Muriel Doret |
| 2013 | ICASSP | Mining anomalous electricity consumption using Ensemble Empirical Mode Decomposition. | Romain Fontugne, Nicolas Tremblay, Pierre Borgnat, Patrick Flandrin, Hiroshi Esaki |
| 2012 | ICASSP | Using surrogates and optimal transport for synthesis of stationary multivariate series with prescribed covariance function and non-gaussian joint-distribution. | Pierre Borgnat, Patrice Abry, Patrick Flandrin |
| 2012 | ICASSP | Gap-filling by the empirical mode decomposition. | Azadeh Moghtaderi, Pierre Borgnat, Patrick Flandrin |
| 2012 | ICASSP | A modified time-frequency method for testing wide-sense stationarity. | Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat |
| 2011 | ICASSP | Transitional surrogates. | Pierre Borgnat, Patrick Flandrin, Andr Ferrari, Cdric Richard |
| 2010 | CoNEXT | MAWILab: combining diverse anomaly detectors for automated anomaly labeling and performance benchmarking. | Romain Fontugne, Pierre Borgnat, Patrice Abry, Kensuke Fukuda |
| 2010 | ICASSP | Time-varying spectrum estimation of uniformly modulated processes by means of surrogate data and empirical mode decomposition. | Azadeh Moghtaderi, Patrick Flandrin, Pierre Borgnat |
| 2010 | ICASSP | Statistical hypothesis testing with time-frequency surrogates to check signal stationarity. | Cdric Richard, Andr Ferrari, Hassan Amoud, Paul Honeine, Patrick Flandrin, Pierre Borgnat |
| 2009 | CoNEXT | Towards systematic traffic annotation. | Romain Fontugne, Pierre Borgnat, Patrice Abry, Kensuke Fukuda |
| 2009 | GLOBECOM | On the Role of Flows and Sessions in Internet Traffic Modeling: An Explorative Toy-Model. | Fabio Ricciato, Angelo Coluccia, Alessandro D'Alconzo, Darryl Veitch, Pierre Borgnat, Patrice Abry |
| 2009 | INFOCOM | Seven Years and One Day: Sketching the Evolution of Internet Traffic. | Pierre Borgnat, Guillaume Dewaele, Kensuke Fukuda, Patrice Abry, Kenjiro Cho |
| 2008 | ICASSP | Time-frequency localization from sparsity constraints. | Pierre Borgnat, Patrick Flandrin |
| 2008 | ICASSP | Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic. | Florent Chatelain, Pierre Borgnat, Jean-Yves Tourneret, Patrice Abry |
| 2007 | SIGCOMM | Extracting hidden anomalies using sketch and non Gaussian multiresolution statistical detection procedures. | Guillaume Dewaele, Kensuke Fukuda, Pierre Borgnat, Patrice Abry, Kenjiro Cho |
| 2006 | ICASSP | On Sampling Methods for Linear Scale-Invariant Systems. | Pierre Borgnat |