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Xiaorui Liu

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Elastic Graph Neural Networks

Jul 05, 2021
Xiaorui Liu, Wei Jin, Yao Ma, Yaxin Li, Hua Liu, Yiqi Wang, Ming Yan, Jiliang Tang

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Automated Self-Supervised Learning for Graphs

Jun 15, 2021
Wei Jin, Xiaorui Liu, Xiangyu Zhao, Yao Ma, Neil Shah, Jiliang Tang

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Is Homophily a Necessity for Graph Neural Networks?

Jun 11, 2021
Yao Ma, Xiaorui Liu, Neil Shah, Jiliang Tang

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Towards the Memorization Effect of Neural Networks in Adversarial Training

Jun 09, 2021
Han Xu, Xiaorui Liu, Wentao Wang, Wenbiao Ding, Zhongqin Wu, Zitao Liu, Anil Jain, Jiliang Tang

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Graph Feature Gating Networks

May 10, 2021
Wei Jin, Xiaorui Liu, Yao Ma, Tyler Derr, Charu Aggarwal, Jiliang Tang

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To be Robust or to be Fair: Towards Fairness in Adversarial Training

Oct 13, 2020
Han Xu, Xiaorui Liu, Yaxin Li, Jiliang Tang

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A Unified View on Graph Neural Networks as Graph Signal Denoising

Oct 05, 2020
Yao Ma, Xiaorui Liu, Tong Zhao, Yozen Liu, Jiliang Tang, Neil Shah

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Yet Meta Learning Can Adapt Fast, It Can Also Break Easily

Sep 02, 2020
Han Xu, Yaxin Li, Xiaorui Liu, Hui Liu, Jiliang Tang

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Linear Convergent Decentralized Optimization with Compression

Jul 01, 2020
Xiaorui Liu, Yao Li, Rongrong Wang, Jiliang Tang, Ming Yan

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