Xiaowen Dong

Xiaowen Dong

University of Oxford

H-index: 25

Europe-United Kingdom

About Xiaowen Dong

Xiaowen Dong, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of signal processing, machine learning, network science, computational social science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Decentralized and lifelong-adaptive multi-agent collaborative learning

Rough transformers for continuous and efficient time-series modelling

Long-range social influence in phone communication networks on offline adoption decisions

Hypergraph node classification with graph neural networks

Wisdom of the crowds or ignorance of the masses? A data-driven guide to WallStreetBets

Graph similarity learning for change-point detection in dynamic networks

A characterization theorem for equivariant networks with point-wise activations

Hypergraph-MLP: Learning on hypergraphs without message passing

Xiaowen Dong Information

University

Position

Massachusetts Institute of Technology

Citations(all)

3396

Citations(since 2020)

2860

Cited By

1329

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

45

i10Index(since 2020)

43

Email

University Profile Page

Google Scholar

Xiaowen Dong Skills & Research Interests

signal processing

machine learning

network science

computational social science

Top articles of Xiaowen Dong

Decentralized and lifelong-adaptive multi-agent collaborative learning

arXiv preprint arXiv:2403.06535

2024/3/11

Rough transformers for continuous and efficient time-series modelling

arXiv preprint arXiv:2403.10288

2024/3/15

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Álvaro Cartea
Álvaro Cartea

H-Index: 19

Long-range social influence in phone communication networks on offline adoption decisions

Information Systems Research

2023/6/21

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Hypergraph node classification with graph neural networks

arXiv preprint arXiv:2402.05569

2024/2/8

Wisdom of the crowds or ignorance of the masses? A data-driven guide to WallStreetBets

Journal of Portfolio Management

2024/2/1

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Stefan Zohren
Stefan Zohren

H-Index: 11

Graph similarity learning for change-point detection in dynamic networks

Machine Learning

2023/10/31

A characterization theorem for equivariant networks with point-wise activations

2024/5

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Hypergraph-MLP: Learning on hypergraphs without message passing

arXiv preprint arXiv:2312.09778

2023/12/15

Siheng Chen
Siheng Chen

H-Index: 22

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Hypergraph transformer for semi-supervised classification

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2024/3

Maximum likelihood estimation on stochastic blockmodels for directed graph clustering

arXiv preprint arXiv:2403.19516

2024/3/28

STEntConv: Predicting disagreement with stance detection and a signed graph convolutional network

arXiv preprint arXiv:2403.15885

2024/3/23

Li Zhang
Li Zhang

H-Index: 7

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Neural latent geometry search: Product manifold inference via Gromov-Hausdorff-informed Bayesian optimization

2023/12

Bayesian optimisation of functions on graphs

Advances in Neural Information Processing Systems

2024/2/13

Hypergraph structure inference from data under smoothness prior

arXiv preprint arXiv:2308.14172

2023/8/27

Siheng Chen
Siheng Chen

H-Index: 22

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Learning to learn financial networks for optimising momentum strategies

arXiv preprint arXiv:2308.12212

2023/8/23

Network momentum across asset classes

arXiv preprint arXiv:2308.11294

2023/8/22

Structure-aware robustness certificates for graph classification

2023/7/31

Henry Kenlay
Henry Kenlay

H-Index: 3

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Graph classification Gaussian processes via spectral features

2023/7/31

Yin-Cong Zhi
Yin-Cong Zhi

H-Index: 1

Xiaowen Dong
Xiaowen Dong

H-Index: 13

On the impact of sample size in reconstructing graph signals

2023/7/10

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Michael Bronstein
Michael Bronstein

H-Index: 7

DRew: Dynamically rewired message passing with delay

2023/7/3

Xiaowen Dong
Xiaowen Dong

H-Index: 13

Francesco Di Giovanni
Francesco Di Giovanni

H-Index: 1

See List of Professors in Xiaowen Dong University(University of Oxford)

Co-Authors

academic-engine