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FedSemi: An Adaptive Federated Semi-Supervised Learning Framework

Dec 06, 2020
Zewei Long, Liwei Che, Yaqing Wang, Muchao Ye, Junyu Luo, Jinze Wu, Houping Xiao, Fenglong Ma


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A Benchmark Dataset for Understandable Medical Language Translation

Dec 04, 2020
Junyu Luo, Zifei Zheng, Hanzhong Ye, Muchao Ye, Yaqing Wang, Quanzeng You, Cao Xiao, Fenglong Ma


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Adaptive Self-training for Few-shot Neural Sequence Labeling

Oct 07, 2020
Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah


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Efficient Low-Rank Matrix Learning by Factorizable Nonconvex Regularization

Aug 22, 2020
Yaqing Wang, Quanming Yao, James T. Kwok


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Efficient Knowledge Graph Validation via Cross-Graph Representation Learning

Aug 16, 2020
Yaqing Wang, Fenglong Ma, Jing Gao

* CIKM 2020 

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AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

Jun 24, 2020
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han

* KDD 2020 

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Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data

Jun 23, 2020
Yaqing Wang, Yifan Ethan Xu, Xian Li, Xin Luna Dong, Jing Gao

* KDD 2020 

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Decomposed Adversarial Learned Inference

Apr 21, 2020
Alexander Hanbo Li, Yaqing Wang, Changyou Chen, Jing Gao


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Weak Supervision for Fake News Detection via Reinforcement Learning

Jan 20, 2020
Yaqing Wang, Weifeng Yang, Fenglong Ma, Jin Xu, Bin Zhong, Qiang Deng, Jing Gao

* AAAI 2020 

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Generalizing from a Few Examples: A Survey on Few-Shot Learning

May 13, 2019
Yaqing Wang, Quanming Yao, James Kwok, Lionel M. Ni


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Few-shot Learning: A Survey

Apr 10, 2019
Yaqing Wang, Quanming Yao


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General Convolutional Sparse Coding with Unknown Noise

Mar 08, 2019
Yaqing Wang, James T. Kwok, Lionel M. Ni


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Online Convolutional Sparse Coding with Sample-Dependent Dictionary

Jun 07, 2018
Yaqing Wang, Quanming Yao, James T. Kwok, Lionel M. Ni

* Accepted by ICML-2018 

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Scalable Online Convolutional Sparse Coding

Nov 02, 2017
Yaqing Wang, Quanming Yao, James T. Kwok, Lionel M. Ni


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