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Juncheng Liu

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MGNNI: Multiscale Graph Neural Networks with Implicit Layers

Oct 15, 2022
Juncheng Liu, Bryan Hooi, Kenji Kawaguchi, Xiaokui Xiao

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Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis

May 08, 2022
Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi

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Dangling-Aware Entity Alignment with Mixed High-Order Proximities

May 05, 2022
Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen

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EIGNN: Efficient Infinite-Depth Graph Neural Networks

Feb 22, 2022
Juncheng Liu, Kenji Kawaguchi, Bryan Hooi, Yiwei Wang, Xiaokui Xiao

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OneFlow: Redesign the Distributed Deep Learning Framework from Scratch

Oct 29, 2021
Jinhui Yuan, Xinqi Li, Cheng Cheng, Juncheng Liu, Ran Guo, Shenghang Cai, Chi Yao, Fei Yang, Xiaodong Yi, Chuan Wu, Haoran Zhang, Jie Zhao

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A Fusion-Denoising Attack on InstaHide with Data Augmentation

May 17, 2021
Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi

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Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes

Dec 13, 2020
Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao

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RocNet: Recursive Octree Network for Efficient 3D Deep Representation

Aug 10, 2020
Juncheng Liu, Steven Mills, Brendan McCane

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