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Andreas Loukas

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

22

Venues

11

Active years

2008–2024

Best venue rank

A*

Where they publish

Papers

22 indexed papers, newest first.

YearVenueTitleAuthors
2024ICLRProtein Discovery with Discrete Walk-Jump Sampling.Nathan C. Frey, Daniel Berenberg, Karina Zadorozhny, Joseph Kleinhenz, Julien Lafrance-Vanasse, Isidro Htzel, Yan Wu, Stephen Ra, Richard Bonneau, Kyunghyun Cho, Andreas Loukas, Vladimir Gligorijevic, Saeed Saremi
2023ICMLInfusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning.Mattia Atzeni, Mrinmaya Sachan, Andreas Loukas
2023ICMLTowards Understanding and Improving GFlowNet Training.Max W. Shen, Emmanuel Bengio, Ehsan Hajiramezanali, Andreas Loukas, Kyunghyun Cho, Tommaso Biancalani
2022ICMLSPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators.Karolis Martinkus, Andreas Loukas, Nathanal Perraudin, Roger Wattenhofer
2021ICMLAttention is not all you need: pure attention loses rank doubly exponentially with depth.Yihe Dong, Jean-Baptiste Cordonnier, Andreas Loukas
2020AISTATSGraph Coarsening with Preserved Spectral Properties.Yu Jin, Andreas Loukas, Joseph F. JJ
2020ICLROn the Relationship between Self-Attention and Convolutional Layers.Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi
2020ICLRWhat graph neural networks cannot learn: depth vs width.Andreas Loukas
2019IJCAIExtrapolating Paths with Graph Neural Networks.Jean-Baptiste Cordonnier, Andreas Loukas
2018ICMLSpectrally Approximating Large Graphs with Smaller Graphs.Andreas Loukas, Pierre Vandergheynst
2018ICMLFast Approximate Spectral Clustering for Dynamic Networks.Lionel Martin, Andreas Loukas, Pierre Vandergheynst
2017ACSSCPredicting the evolution of stationary graph signals.Andreas Loukas, Elvin Isufi, Nathanal Perraudin
2017ICASSPAutoregressive moving average graph filters a stable distributed implementation.Elvin Isufi, Andreas Loukas, Geert Leus
2017ICASSPLearning time varying graphs.Vassilis Kalofolias, Andreas Loukas, Dorina Thanou, Pascal Frossard
2017ICASSPTowards stationary time-vertex signal processing.Nathanal Perraudin, Andreas Loukas, Francesco Grassi, Pierre Vandergheynst
2017ICDESpinner: Scalable Graph Partitioning in the Cloud.Claudio Martella, Dionysios Logothetis, Andreas Loukas, Georgos Siganos
2017ICMLHow Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?Andreas Loukas
2016SENSYSStaffetta: Smart Duty-Cycling for Opportunistic Data Collection.Marco Cattani, Andreas Loukas, Marco Zimmerling, Marco Zuniga, Koen Langendoen
2014INFOCOMHow to identify global trends from local decisions? Event region detection on mobile networks.Andreas Loukas, Marco Zuniga, Ioannis Protonotarios, Jie Gao
2013MASSFairness for All, Rate Allocation for Mobile Wireless Networks.Andreas Loukas, Matthias Woehrle, Marco Zuniga, Koen Langendoen
2011ICSEOn mining sensor network software repositories.Andreas Loukas, Matthias Woehrle, Koen Langendoen
2008MASSA software platform for developing multi-player pervasive games using small programmable object technologies.Orestis Akribopoulos, Dimitrios Bousis, Dionysios Efstathiou, Haris Koutsouridis, Marios Logaras, Andreas Loukas, Alexandros Nafas, Georgios Oikonomou, Irini Thireou, Nikos Vasilakis, Panagiotis C. Kokkinos, Georgios Mylonas, Ioannis Chatzigiannakis