Sotabase

Career

· Tutorial Fellow, Lady Margaret Hall, University of Oxford2021–
· Associate Professor, University of Oxford, Department of Engineering Science2021–
· Postdoctoral Researcher, University of Oxford, Department of Engineering Science2021–

Publications (37)

The first man-loading high temperature superconducting Maglev test vehicle in the world
2002
473
cited
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels
International Conference on Learning Representations · 2021
113
cited
Sentiment correlation in financial news networks and associated market movements
Scientific Reports · 2021
66
cited
Data for Refugees: The D4R Challenge on Mobility of Syrian Refugees in Turkey
arXiv.org · 2018
42
cited
Adversarial Attacks on Graph Classifiers via Bayesian Optimisation
Neural Information Processing Systems · 2021
26
cited
MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning
Entropy · 2019
21
cited
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity
NAACL-HLT · 2021
18
cited
Adversarial Attacks on Graph Classification via Bayesian Optimisation
arXiv.org · 2021
15
cited
Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey
Data for Refugees Challenge · 2019
14
cited
Design, synthesis and biological evaluation of novel N-(3-amino-4-methoxyphenyl)acrylamide derivatives as selective EGFRL858R/T790M kinase inhibitors.
Bioorganic chemistry (Print) · 2021
13
cited
Bayesian Topology Learning and noise removal from network data
Discover Internet of Things · 2021
12
cited
Attention Sinks and Compression Valleys in LLMs are Two Sides of the Same Coin
arXiv.org · 2025
9
cited
Bayesian Optimisation of Functions on Graphs
Neural Information Processing Systems · 2023
9
cited
Performance Degradation Assessment for Coaxial Bearings Using Kernel JADE and Two-Class Model
IEEE Transactions on Instrumentation and Measurement · 2021
6
cited
Action recognition based on discrete cosine transform by optical pixel-wise encoding
APL Photonics · 2022
5
cited
Intelligent Microseismic Events Recognition in Fiber-Optic Microseismic Monitoring System Compared With Electronic One
IEEE Photonics Journal · 2022
5
cited
Network Momentum across Asset Classes
Social Science Research Network · 2023
5
cited
Aberrant expression of bradykinin b2 receptor in the epidermis of patients with psoriasis vulgaris
Indian Journal of Dermatology, Venereology and Leprology · 2019
4
cited
Learning to Learn Financial Networks for Optimising Momentum Strategies
arXiv.org · 2023
4
cited
Sentiment Diffusion in Financial News Networks and Associated Market Movements
arXiv.org · 2020
4
cited
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Xiaowen Dong | Researcher Profile | Sotabase | Sotabase