ML Anthology
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Mottin, Davide
8 publications
NeurIPS
2025
Automatic Auxiliary Task Selection and Adaptive Weighting Boost Molecular Property Prediction
Zhiqiang Zhong
,
Davide Mottin
ECML-PKDD
2024
Efficiently Predicting Mutational Effect on Homologous Proteins by Evolution Encoding
Zhiqiang Zhong
,
Davide Mottin
NeurIPS
2024
FUGAL: Feature-Fortified Unrestricted Graph Alignment
Aditya Bommakanti
,
Harshith Reddy Vonteri
,
Konstantinos Skitsas
,
Sayan Ranu
,
Davide Mottin
,
Panagiotis Karras
IJCAI
2023
ActUp: Analyzing and Consolidating tSNE and UMAP
Andrew Draganov
,
Jakob Rødsgaard Jørgensen
,
Katrine Scheel
,
Davide Mottin
,
Ira Assent
,
Tyrus Berry
,
Çigdem Aslay
LoG
2023
Spectral Subgraph Localization
Ama Bembua Bainson
,
Judith Hermanns
,
Petros Petsinis
,
Niklas Aavad
,
Casper Dam Larsen
,
Tiarnan Swayne
,
Amit Boyarski
,
Davide Mottin
,
Alex M. Bronstein
,
Panagiotis Karras
MLJ
2023
UCoDe: Unified Community Detection with Graph Convolutional Networks
Atefeh Moradan
,
Andrew Draganov
,
Davide Mottin
,
Ira Assent
ICLR
2020
The Shape of Data: Intrinsic Distance for Data Distributions
Anton Tsitsulin
,
Marina Munkhoeva
,
Davide Mottin
,
Panagiotis Karras
,
Alex Bronstein
,
Ivan Oseledets
,
Emmanuel Müller
NeurIPS
2020
What if Neural Networks Had SVDs?
Alexander Mathiasen
,
Frederik Hvilshøj
,
Jakob Rødsgaard Jørgensen
,
Anshul Nasery
,
Davide Mottin