Articles with public access mandates - Xiaowen DongLearn more
Available somewhere: 28
Learning Laplacian matrix in smooth graph signal representations
X Dong, D Thanou, P Frossard, P Vandergheynst
IEEE Transactions on Signal Processing 64 (23), 6160-6173, 2016
Mandates: Swiss National Science Foundation
Mobility patterns are associated with experienced income segregation in large US cities
E Moro, D Calacci, X Dong, A Pentland
Nature communications 12 (1), 4633, 2021
Mandates: Government of Spain
Multiscale event detection in social media
X Dong, D Mavroeidis, F Calabrese, P Frossard
Data Mining and Knowledge Discovery 29, 1374-1405, 2015
Mandates: Swiss National Science Foundation
Beltrami flow and neural diffusion on graphs
B Chamberlain, J Rowbottom, D Eynard, F Di Giovanni, X Dong, ...
Conference on Neural Information Processing Systems (NeurIPS), 1594-1609, 2021
Mandates: European Commission
Segregated interactions in urban and online space
X Dong, AJ Morales, E Jahani, E Moro, B Lepri, B Bozkaya, C Sarraute, ...
EPJ Data Science 9 (1), 20, 2020
Mandates: US National Science Foundation, Government of Spain
DRew: Dynamically rewired message passing with delay
B Gutteridge, X Dong, MM Bronstein, F Di Giovanni
International Conference on Machine Learning (ICML), 12252-12267, 2023
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Behavioral attributes and financial churn prediction
E Kaya, X Dong, Y Suhara, S Balcisoy, B Bozkaya
EPJ Data Science 7 (1), 41, 2018
Mandates: US Department of Defense
Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters
T Yabe, BGB Bueno, X Dong, A Pentland, E Moro
Nature communications 14 (1), 2310, 2023
Mandates: US National Science Foundation, Government of Spain
Social bridges in urban purchase behavior
X Dong, Y Suhara, B Bozkaya, VK Singh, B Lepri, A Pentland
ACM Transactions on Intelligent Systems and Technology 9 (3), 33, 2018
Mandates: Swiss National Science Foundation
Learning to learn graph topologies
X Pu, T Cao, X Zhang, X Dong, S Chen
Conference on Neural Information Processing Systems (NeurIPS), 4249-4262, 2021
Mandates: National Natural Science Foundation of China
On the stability of graph convolutional neural networks under edge rewiring
H Kenlay, D Thanou, X Dong
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
Mandates: UK Engineering and Physical Sciences Research Council
Adaptive Gaussian processes on graphs via spectral graph wavelets
F Opolka, YC Zhi, P Liò, X Dong
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2022
Mandates: UK Engineering and Physical Sciences Research Council
On the stability of polynomial spectral graph filters
H Kenlay, D Thanou, X Dong
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
Mandates: UK Engineering and Physical Sciences Research Council
Graph similarity learning for change-point detection in dynamic networks
D Sulem, H Kenlay, M Cucuringu, X Dong
Machine Learning 113 (1), 1-44, 2024
Mandates: UK Engineering and Physical Sciences Research Council
Methods for quantifying effects of social unrest using credit card transaction data
X Dong, J Meyer, E Shmueli, B Bozkaya, A Pentland
EPJ Data Science 7 (1), 8, 2018
Mandates: Swiss National Science Foundation
Bayesian topology learning and noise removal from network data
MR Mayiami, M Hajimirsadeghi, K Skretting, X Dong, RS Blum, HV Poor
Discover Internet of Things 1 (1), 1-21, 2021
Mandates: US National Science Foundation, US Department of Defense
Purchase patterns, socioeconomic status, and political inclination
X Dong, E Jahani, AJ Morales, B Bozkaya, B Lepri, AS Pentland
The World Bank Economic Review 34 (Supplement_1), S9-S13, 2020
Mandates: US National Science Foundation, Swiss National Science Foundation
Learning to infer structures of network games
E Rossi, F Monti, Y Leng, M Bronstein, X Dong
International Conference on Machine Learning (ICML), 18809-18827, 2022
Mandates: US National Science Foundation, UK Engineering and Physical Sciences …
Hypergraph transformer for semi-supervised classification
Z Liu, B Tang, Z Ye, X Dong, S Chen, Y Wang
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2024
Mandates: UK Engineering and Physical Sciences Research Council
Neural latent geometry search: Product manifold inference via Gromov-Hausdorff-informed Bayesian optimization
H Sáez de Ocáriz Borde, Á Arroyo, I Morales, I Posner, X Dong
Conference on Neural Information Processing Systems (NeurIPS), 38370-38403, 2023
Mandates: UK Engineering and Physical Sciences Research Council
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