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Xia Hu

Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning

Aug 26, 2022
Daochen Zha, Kwei-Herng Lai, Qiaoyu Tan, Sirui Ding, Na Zou, Xia Hu

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* Accepted by CIKM 2022

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Shortcut Learning of Large Language Models in Natural Language Understanding: A Survey

Aug 25, 2022
Mengnan Du, Fengxiang He, Na Zou, Dacheng Tao, Xia Hu

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AutoShard: Automated Embedding Table Sharding for Recommender Systems

Aug 12, 2022
Daochen Zha, Louis Feng, Bhargav Bhushanam, Dhruv Choudhary, Jade Nie, Yuandong Tian, Jay Chae, Yinbin Ma, Arun Kejariwal, Xia Hu

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* Accepted by KDD 2022. Code available at https://github.com/daochenzha/autoshard

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Fair Machine Learning in Healthcare: A Review

Jun 29, 2022
Qizhang Feng, Mengnan Du, Na Zou, Xia Hu

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G-Mixup: Graph Data Augmentation for Graph Classification

Feb 16, 2022
Xiaotian Han, Zhimeng Jiang, Ninghao Liu, Xia Hu

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