Davide Mottin
Aarhus Universitet
H-index: 18
Europe-Denmark
Top articles of Davide Mottin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Harnessing Large Language Models as Post-hoc Correctors | arXiv preprint arXiv:2402.13414 | Zhiqiang Zhong Kuangyu Zhou Davide Mottin | 2024/2/20 |
Autonomous microARPES | arXiv preprint arXiv:2403.13815 | Steinn Ymir Agustsson Alfred JH Jones Davide Curcio Søren Ulstrup Jill Miwa | 2024/2/16 |
Spectral Subgraph Localization | Ama Bembua Bainson Judith Hermanns Petros Petsinis Niklas Aavad Casper Dam Larsen | 2024/4/17 | |
ReliK: A Reliability Measure for Knowledge Graph Embeddings | Maximilian K Egger Wenyue Ma Davide Mottin Panagiotis Karras Ilaria Bordino | 2024 | |
Does the Performance of Text-to-Image Retrieval Models Generalize Beyond Captions-as-a-Query? | Juan Manuel Rodriguez Nima Tavassoli Eliezer Levy Gil Lederman Dima Sivov | 2024/3/15 | |
Benchmarking Large Language Models for Molecule Prediction Tasks | arXiv preprint arXiv:2403.05075 | Zhiqiang Zhong Kuangyu Zhou Davide Mottin | 2024/3/8 |
EvolMPNN: Predicting Mutational Effect on Homologous Proteins by Evolution Encoding | arXiv preprint arXiv:2402.13418 | Zhiqiang Zhong Davide Mottin | 2024/2/20 |
How Faithful are Self-Explainable GNNs? | arXiv preprint arXiv:2308.15096 | Marc Christiansen Lea Villadsen Zhiqiang Zhong Stefano Teso Davide Mottin | 2023/8/29 |
ActUp: Analyzing and Consolidating tSNE and UMAP | arXiv preprint arXiv:2305.07320 | Andrew Draganov Jakob Rødsgaard Jørgensen Katrine Scheel Nellemann Davide Mottin Ira Assent | 2023/5/12 |
Knowledge-augmented Graph Machine Learning for Drug Discovery: From Precision to Interpretability | Zhiqiang Zhong Davide Mottin | 2023/8/6 | |
Comprehensive Evaluation of Algorithms for Unrestricted Graph Alignment | Konstantinos Skitsas Karol Orlowski Judith Hermanns Davide Mottin Panagiotis Karras | 2023 | |
Grasp: Scalable graph alignment by spectral corresponding functions | ACM Transactions on Knowledge Discovery from Data | Judith Hermanns Konstantinos Skitsas Anton Tsitsulin Marina Munkhoeva Alexander Kyster | 2023/2/25 |
Ucode: Unified community detection with graph convolutional networks | Machine Learning | Atefeh Moradan Andrew Draganov Davide Mottin Ira Assent | 2023/12 |
On the Robustness of Post-hoc GNN Explainers to Label Noise | arXiv preprint arXiv:2309.01706 | Zhiqiang Zhong Yangqianzi Jiang Davide Mottin | 2023/9/4 |
GiDR-DUN; Gradient Dimensionality Reduction--Differences and Unification | arXiv preprint arXiv:2206.09689 | Andrew Draganov Tyrus Berry Jakob Rødsgaard Jørgensen Katrine Scheel Nellemann Ira Assent | 2022/6/20 |
GraB: Graph Benchmark for Heterogeneous Graph Clustering | Malik Sebastian Stær Knudsen Laurits Almskou Brodal Peter Kristoffer Peczalski Atefeh Moradan Davide Mottin | 2022 | |
Knowledge Graph Exploration Systems: are we lost? | Matteo Lissandrini Davide Mottin Katja Hose Torben Bach Pedersen | 2022 | |
Grasp: Graph alignment through spectral signatures | Judith Hermanns Anton Tsitsulin Marina Munkhoeva Alex Bronstein Davide Mottin | 2021 | |
SOFOS: demonstrating the challenges of materialized view selection on knowledge graphs | Georgia Troullinou Haridimos Kondylakis Matteo Lissandrini Davide Mottin | 2021/6/9 | |
FREDE: Anytime Graph Embeddings | arXiv preprint arXiv:2006.04746 | Anton Tsitsulin Marina Munkhoeva Davide Mottin Panagiotis Karras Ivan Oseledets | 2020/6/8 |
Co-Authors
