Xingchen Wan
Xingchen Wan
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Graph Machine Learning
Bayesian Optimisation of Functions on Graphs
Neural Information Processing Systems (NeurIPS), 2023
Xingchen Wan
,
Pierre Osselin
,
Henry Kenlay
,
Binxin Ru
,
Michael Osborne
,
Xiaowen Dong
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Abstract
OpenReview
Bayesian Quadrature for Neural Ensemble Search
Transactions on Machine Learning Research (TMLR)
Saad Hamid
,
Xingchen Wan
,
Martin Jørgensen
,
Binxin Ru
,
Michael Osborne
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OpenReview
Adversarial Attacks on Graph Classifiers via Bayesian Optimisation
Neural Information Processing Systems (NeurIPS), 2021
Xingchen Wan
,
Henry Kenlay
,
Binxin Ru
,
Arno Blaas
,
Michael Osborne
,
Xiaowen Dong
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OpenReview
Slides & Talk
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels
Performant and efficient NAS method combining BO and graph kernels (ICLR 2021)
Binxin Ru
,
Xingchen Wan
,
Xiaowen Dong
,
Michael Osborne
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OpenReview
Slides & Talk
Sentiment Correlation in Financial News Networks and Associated Market Movements
Scientific Reports 11.
Xingchen Wan
,
Jie Yang
,
Slavi Marinov
,
Jan-Peter Calliess
,
Stefan Zohren
,
Xiaowen Dong
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