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Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation


Sep 15, 2021
Ke Wang, Yangbin Shi, Jiayi Wang, Yuqi Zhang, Yu Zhao, Xiaolin Zheng

* Accepted by Findings of EMNLP 2021 

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Towards Secure and Practical Machine Learning via Secret Sharing and Random Permutation


Aug 18, 2021
Fei Zheng, Chaochao Chen, Xiaolin Zheng


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Multi-Facet Recommender Networks with Spherical Optimization


Mar 27, 2021
Yanchao Tan, Carl Yang, Xiangyu Wei, Yun Ma, Xiaolin Zheng

* Accept by ICDE 2021 

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Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design


Dec 17, 2020
Chaochao Chen, Jun Zhou, Longfei Zheng, Yan Wang, Xiaolin Zheng, Bingzhe Wu, Cen Chen, Li Wang, Jianwei Yin

* 12 pages. arXiv admin note: text overlap with arXiv:2003.05198 

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Privacy-Preserving Graph Neural Network for Node Classification


May 25, 2020
Jun Zhou, Chaochao Chen, Longfei Zheng, Xiaolin Zheng, Bingzhe Wu, Ziqi Liu, Li Wang


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Semi-supervised Learning Meets Factorization: Learning to Recommend with Chain Graph Model


Mar 05, 2020
Chaochao Chen, Kevin C. Chang, Qibing Li, Xiaolin Zheng

* Accepted by TKDD 

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Practical Privacy Preserving POI Recommendation


Mar 05, 2020
Chaochao Chen, Bingzhe Wu, Wenjin Fang, Jun Zhou, Li Wang, Yuan Qi, Xiaolin Zheng


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Adaptive Portfolio by Solving Multi-armed Bandit via Thompson Sampling


Nov 14, 2019
Mengying Zhu, Xiaolin Zheng, Yan Wang, Yuyuan Li, Qianqiao Liang

* conference 

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FinBrain: When Finance Meets AI 2.0


Aug 26, 2018
Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan

* Frontiers of Information Technology & Electronic Engineering 2018 
* 11 pages 

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Collaborative Autoencoder for Recommender Systems


Jan 30, 2018
Qibing Li, Xiaolin Zheng, Xinyue Wu


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