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Guangji Bai

Knowledge-enhanced Neural Machine Reasoning: A Review

Feb 07, 2023
Tanmoy Chowdhury, Chen Ling, Xuchao Zhang, Xujiang Zhao, Guangji Bai, Jian Pei, Haifeng Chen, Liang Zhao

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* 8 pages, 3 figures

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Saliency-Augmented Memory Completion for Continual Learning

Dec 26, 2022
Guangji Bai, Chen Ling, Yuyang Gao, Liang Zhao

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* Published at SIAM SDM 2023. 15 pages, 6 figures. Code: https://github.com/BaiTheBest/SAMC

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Deep Spatial Domain Generalization

Oct 03, 2022
Dazhou Yu, Guangji Bai, Yun Li, Liang Zhao

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Saliency-Regularized Deep Multi-Task Learning

Jul 03, 2022
Guangji Bai, Liang Zhao

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* 10 pages, 7 Figures, KDD 2022

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RES: A Robust Framework for Guiding Visual Explanation

Jun 27, 2022
Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao

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* In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22), August 14-18, 2022, Washington, DC, USA
* Published in KDD 2022

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Distributed Graph Neural Network Training with Periodic Historical Embedding Synchronization

May 31, 2022
Zheng Chai, Guangji Bai, Liang Zhao, Yue Cheng

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* Preprint: 18 pages, 7 figures

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Temporal Domain Generalization with Drift-Aware Dynamic Neural Network

May 21, 2022
Guangji Bai, Ling Chen, Liang Zhao

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* Preprint: 16 pages, 5 figures

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Sign-regularized Multi-task Learning

Feb 22, 2021
Johnny Torres, Guangji Bai, Junxiang Wang, Liang Zhao, Carmen Vaca, Cristina Abad

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* 17 pages, 4 figures, v1

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