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Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch

Feb 08, 2021
Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li

* ICLR2021 

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Learning Classifiers on Positive and Unlabeled Data with Policy Gradient

Oct 15, 2019
Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Bjorn Stenger, Yu Hirate

* 10-page regular paper accepted by IEEE ICDM 2019 

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Towards Improving Generalization of Deep Networks via Consistent Normalization

Aug 31, 2019
Aojun Zhou, Yukun Ma, Yudian Li, Xiaohan Zhang, Ping Luo

* Technical Report 

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Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning

Jan 23, 2019
Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria

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Deep Heterogeneous Autoencoders for Collaborative Filtering

Dec 17, 2018
Tianyu Li, Yukun Ma, Jiu Xu, Bjorn Stenger, Chen Liu, Yu Hirate

* Proceedings of the IEEE International Conference on Data Mining, pp. 1164-1169, Singapore, 2018 

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Concept-Based Embeddings for Natural Language Processing

Jul 15, 2018
Yukun Ma, Erik Cambria

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