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Xiaowen Dong

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Hypergraph Structure Inference From Data Under Smoothness Prior

Aug 27, 2023
Bohan Tang, Siheng Chen, Xiaowen Dong

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Learning to Learn Financial Networks for Optimising Momentum Strategies

Aug 23, 2023
Xingyue Pu, Stefan Zohren, Stephen Roberts, Xiaowen Dong

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Network Momentum across Asset Classes

Aug 22, 2023
Xingyue Pu, Stephen Roberts, Xiaowen Dong, Stefan Zohren

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Graph Neural Networks for Forecasting Multivariate Realized Volatility with Spillover Effects

Aug 01, 2023
Chao Zhang, Xingyue Pu, Mihai Cucuringu, Xiaowen Dong

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On the Impact of Sample Size in Reconstructing Graph Signals

Jul 01, 2023
Baskaran Sripathmanathan, Xiaowen Dong, Michael Bronstein

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Structure-Aware Robustness Certificates for Graph Classification

Jun 24, 2023
Pierre Osselin, Henry Kenlay, Xiaowen Dong

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Bayesian Optimisation of Functions on Graphs

Jun 08, 2023
Xingchen Wan, Pierre Osselin, Henry Kenlay, Binxin Ru, Michael A. Osborne, Xiaowen Dong

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Graph Classification Gaussian Processes via Spectral Features

Jun 06, 2023
Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong

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DRew: Dynamically Rewired Message Passing with Delay

May 18, 2023
Benjamin Gutteridge, Xiaowen Dong, Michael Bronstein, Francesco Di Giovanni

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