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Xiang Zhang

Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment

Jan 07, 2023
Tianxiang Zhao, Dongsheng Luo, Xiang Zhang, Suhang Wang

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* Under review. arXiv admin note: substantial text overlap with arXiv:2205.13733

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TopoImb: Toward Topology-level Imbalance in Learning from Graphs

Dec 16, 2022
Tianxiang Zhao, Dongsheng Luo, Xiang Zhang, Suhang Wang

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* Accepted by LOG22

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Learning to See Through with Events

Dec 05, 2022
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia

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* Accepted by IEEE TPAMI. arXiv admin note: text overlap with arXiv:2103.02376

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FIXED: Frustratingly Easy Domain Generalization with Mixup

Nov 07, 2022
Wang Lu, Jindong Wang, Han Yu, Lei Huang, Xiang Zhang, Yiqiang Chen, Xing Xie

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* Technical report; code for DG at: https://github.com/jindongwang/transferlearning/tree/master/code/DeepDG

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Personalized Federated Learning via Heterogeneous Modular Networks

Oct 26, 2022
Tianchun Wan, Wei Cheng, Dongsheng Luo, Wenchao Yu, Jingchao Ni, Liang Tong, Haifeng Chen, Xiang Zhang

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* IEEE International Conference on Data Mining, 2022

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