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Xia Hu

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Tackling Diverse Minorities in Imbalanced Classification

Aug 28, 2023
Kwei-Herng Lai, Daochen Zha, Huiyuan Chen, Mangesh Bendre, Yuzhong Chen, Mahashweta Das, Hao Yang, Xia Hu

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Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke

Aug 04, 2023
Qizhang Feng, Jiayi Yuan, Forhan Bin Emdad, Karim Hanna, Xia Hu, Zhe He

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Collaborative Graph Neural Networks for Attributed Network Embedding

Jul 22, 2023
Qiaoyu Tan, Xin Zhang, Xiao Huang, Hao Chen, Jundong Li, Xia Hu

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Towards Assumption-free Bias Mitigation

Jul 09, 2023
Chia-Yuan Chang, Yu-Neng Chuang, Kwei-Herng Lai, Xiaotian Han, Xia Hu, Na Zou

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FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods

Jun 15, 2023
Xiaotian Han, Jianfeng Chi, Yu Chen, Qifan Wang, Han Zhao, Na Zou, Xia Hu

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Efficient GNN Explanation via Learning Removal-based Attribution

Jun 09, 2023
Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Hu

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Editable Graph Neural Network for Node Classifications

May 24, 2023
Zirui Liu, Zhimeng Jiang, Shaochen Zhong, Kaixiong Zhou, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu

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Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model

May 24, 2023
Zirui Liu, Guanchu Wang, Shaochen Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang Tang, Zhimeng Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu

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DEGREE: Decomposition Based Explanation For Graph Neural Networks

May 22, 2023
Qizhang Feng, Ninghao Liu, Fan Yang, Ruixiang Tang, Mengnan Du, Xia Hu

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Multi-factor Sequential Re-ranking with Perception-Aware Diversification

May 21, 2023
Yue Xu, Hao Chen, Zefan Wang, Jianwen Yin, Qijie Shen, Dimin Wang, Feiran Huang, Lixiang Lai, Tao Zhuang, Junfeng Ge, Xia Hu

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