| 2024 | ICLR | Interpretable Meta-Learning of Physical Systems. | Matthieu Blanke, Marc Lelarge |
| 2024 | ICLR | Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks. | David A. R. Robin, Kevin Scaman, Marc Lelarge |
| 2023 | ICML | FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems. | Matthieu Blanke, Marc Lelarge |
| 2021 | COLT | Impossibility of Partial Recovery in the Graph Alignment Problem. | Luca Ganassali, Laurent Massouli, Marc Lelarge |
| 2021 | ICLR | Expressive Power of Invariant and Equivariant Graph Neural Networks. | Wass Azizian, Marc Lelarge |
| 2019 | AISTATS | Modularity-based Sparse Soft Graph Clustering. | Alexandre Hollocou, Thomas Bonald, Marc Lelarge |
| 2018 | INFOCOM | Optimal Content Replication and Request Matching in Large Caching Systems. | Arpan Mukhopadhyay, Nidhi Hegde, Marc Lelarge |
| 2017 | COLT | Fundamental limits of symmetric low-rank matrix estimation. | Marc Lelarge, Lo Miolane |
| 2017 | ISIT | Statistical and computational phase transitions in spiked tensor estimation. | Thibault Lesieur, Lo Miolane, Marc Lelarge, Florent Krzakala, Lenka Zdeborov |
| 2017 | SODA | Counting matchings in irregular bipartite graphs and random lifts. | Marc Lelarge |
| 2016 | ALT | A Spectral Algorithm with Additive Clustering for the Recovery of Overlapping Communities in Networks. | Emilie Kaufmann, Thomas Bonald, Marc Lelarge |
| 2016 | ISIT | Clustering from sparse pairwise measurements. | Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborov |
| 2015 | FOCS | Non-backtracking Spectrum of Random Graphs: Community Detection and Non-regular Ramanujan Graphs. | Charles Bordenave, Marc Lelarge, Laurent Massouli |
| 2015 | ISIT | Spectral detection in the censored block model. | Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborov |
| 2015 | SIGMETRICS | Clustering and Inference From Pairwise Comparisons. | Rui Wu, Jiaming Xu, Rayadurgam Srikant, Laurent Massouli, Marc Lelarge, Bruce E. Hajek |
| 2014 | COLT | Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results. | Jiaming Xu, Laurent Massouli, Marc Lelarge |
| 2014 | KDD | Balanced graph edge partition. | Florian Bourse, Marc Lelarge, Milan Vojnovic |
| 2013 | ISAAC | Sublinear-Time Algorithms for Monomer-Dimer Systems on Bounded Degree Graphs. | Marc Lelarge, Hang Zhou |
| 2013 | ITW | Bypassing correlation decay for matchings with an application to XORSAT. | Marc Lelarge |
| 2013 | ITW | Reconstruction in the labeled stochastic block model. | Marc Lelarge, Laurent Massouli, Jiaming Xu |
| 2013 | ITW | Spectrum bandit optimization. | Marc Lelarge, Alexandre Proutire, M. Sadegh Talebi |
| 2013 | SODA | Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing. | Mathieu Leconte, Marc Lelarge, Laurent Massouli |
| 2012 | INFOCOM | Coordination in network security games. | Marc Lelarge |
| 2012 | ISIT | Universality in polytope phase transitions and iterative algorithms. | Mohsen Bayati, Marc Lelarge, Andrea Montanari |
| 2012 | SODA | A new approach to the orientation of random hypergraphs. | Marc Lelarge |
| 2012 | UAI | Leveraging Side Observations in Stochastic Bandits. | Stphane Caron, Branislav Kveton, Marc Lelarge, Smriti Bhagat |
| 2012 | SIGMETRICS | Bipartite graph structures for efficient balancing of heterogeneous loads. | Mathieu Leconte, Marc Lelarge, Laurent Massouli |
| 2010 | SODA | The Rank of Diluted Random Graphs. | Charles Bordenave, Marc Lelarge |
| 2009 | INFOCOM | Economic Incentives to Increase Security in the Internet: The Case for Insurance. | Marc Lelarge, Jean Bolot |
| 2009 | SIGMETRICS | Efficient control of epidemics over random networks. | Marc Lelarge |
| 2008 | INFOCOM | A New Perspective on Internet Security using Insurance. | Jean-Chrysostome Bolot, Marc Lelarge |
| 2008 | SIGCOMM | A local mean field analysis of security investments in networks. | Marc Lelarge, Jean Bolot |
| 2008 | SIGMETRICS | Network externalities and the deployment of security features and protocols in the internet. | Marc Lelarge, Jean Bolot |
| 2007 | SIGMETRICS | Scalability of fork/join queueing networks with blocking. | Cathy H. Xia, Zhen Liu, Donald F. Towsley, Marc Lelarge |
| 2006 | ATC | Automatic Composition of Secure Workflows. | Marc Lelarge, Zhen Liu, Anton Riabov |
| 2004 | INFOCOM | Asymptotic Tail Distribution of End-to-End Delay in Networks of Queues with Self-Similar Cross Traffic. | Marc Lelarge, Zhen Liu, Cathy H. Xia |