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Binary Classification with Positive Labeling Sources


Aug 02, 2022
Jieyu Zhang, Yujing Wang, Yaming Yang, Yang Luo, Alexander Ratner

* CIKM 2022 (short) 

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Representation Gap in Deep Reinforcement Learning


May 29, 2022
Qiang He, Huangyuan Su, Jieyu Zhang, Xinwen Hou

* 24 pages, 6 figures 

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Understanding Programmatic Weak Supervision via Source-aware Influence Function


May 25, 2022
Jieyu Zhang, Haonan Wang, Cheng-Yu Hsieh, Alexander Ratner

* 21 pages 

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Augmentation-Free Graph Contrastive Learning


Apr 11, 2022
Haonan Wang, Jieyu Zhang, Qi Zhu, Wei Huang


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Nemo: Guiding and Contextualizing Weak Supervision for Interactive Data Programming


Mar 23, 2022
Cheng-Yu Hsieh, Jieyu Zhang, Alexander Ratner


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A Survey on Deep Graph Generation: Methods and Applications


Mar 13, 2022
Yanqiao Zhu, Yuanqi Du, Yinkai Wang, Yichen Xu, Jieyu Zhang, Qiang Liu, Shu Wu

* Work in progress, in submission to IJCAI 2022 (Survey Track) 

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A Survey on Programmatic Weak Supervision


Feb 14, 2022
Jieyu Zhang, Cheng-Yu Hsieh, Yue Yu, Chao Zhang, Alexander Ratner

* 8 pages 

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TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations


Feb 10, 2022
Minhao Jiang, Xiangchen Song, Jieyu Zhang, Jiawei Han

* WWW 2022 

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ATM: An Uncertainty-aware Active Self-training Framework for Label-efficient Text Classification


Dec 16, 2021
Yue Yu, Lingkai Kong, Jieyu Zhang, Rongzhi Zhang, Chao Zhang


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