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PP-OCR: A Practical Ultra Lightweight OCR System

Oct 15, 2020
Yuning Du, Chenxia Li, Ruoyu Guo, Xiaoting Yin, Weiwei Liu, Jun Zhou, Yifan Bai, Zilin Yu, Yehua Yang, Qingqing Dang, Haoshuang Wang


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Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss

Sep 22, 2020
Cheng Yan, Guansong Pang, Xiao Bai, Jun Zhou, Lin Gu


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Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning

Sep 16, 2020
Yang Liu, Lei Zhou, Xiao Bai, Lin Gu, Tatsuya Harada, Jun Zhou

* 10 pages, 7 figures, 4 tables 

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3DPVNet: Patch-level 3D Hough Voting Network for 6D Pose Estimation

Sep 15, 2020
Yuanpeng Liu, Jun Zhou, Yuqi Zhang, Chao Ding, Jun Wang

* 9 pages, 5 figures 

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A Comprehensive Analysis of Information Leakage in Deep Transfer Learning

Sep 04, 2020
Cen Chen, Bingzhe Wu, Minghui Qiu, Li Wang, Jun Zhou

* 10 pages 

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Self-supervised Smoothing Graph Neural Networks

Sep 02, 2020
Lu Yu, Shichao Pei, Chuxu Zhang, Lizhong Ding, Jun Zhou, Longfei Li, Xiangliang Zhang

* 11 pages, 2 figures 

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Heterogeneous Graph Neural Network for Recommendation

Sep 02, 2020
Jinghan Shi, Houye Ji, Chuan Shi, Xiao Wang, Zhiqiang Zhang, Jun Zhou

* 2020ICML Workshop 

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When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control

Aug 20, 2020
Chaochao Chen, Jun Zhou, Li Wang, Xibin Wu, Wenjing Fang, Jin Tan, Lei Wang, Xiaoxi Ji, Alex Liu, Hao Wang, Cheng Hong


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Bandit Samplers for Training Graph Neural Networks

Jun 11, 2020
Ziqi Liu, Zhengwei Wu, Zhiqiang Zhang, Jun Zhou, Shuang Yang, Le Song, Yuan Qi


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Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting

May 25, 2020
Mingjie Wang, Hao Cai, Jun Zhou, Minglun Gong


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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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A Hybrid-Domain Framework for Secure Gradient Tree Boosting

May 18, 2020
Wenjing Fang, Chaochao Chen, Jin Tan, Chaofan Yu, Yufei Lu, Li Wang, Lei Wang, Jun Zhou, Alex X


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Secret Sharing based Secure Regressions with Applications

Apr 10, 2020
Chaochao Chen, Liang Li, Wenjing Fang, Jun Zhou, Li Wang, Lei Wang, Shuang Yang, Alex Liu, Hao Wang


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RNE: A Scalable Network Embedding for Billion-scale Recommendation

Apr 09, 2020
Jianbin Lin, Daixin Wang, Lu Guan, Yin Zhao, Binqiang Zhao, Jun Zhou, Xiaolong Li, Yuan Qi

* PAKDD 2019 

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Unpack Local Model Interpretation for GBDT

Apr 03, 2020
Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu

* 12 pages, 5 figures 

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NetDP: An Industrial-Scale Distributed Network Representation Framework for Default Prediction in Ant Credit Pay

Apr 01, 2020
Jianbin Lin, Zhiqiang Zhang, Jun Zhou, Xiaolong Li, Jingli Fang, Yanming Fang, Quan Yu, Yuan Qi

* 2018 IEEE International Conference on Big Data (Big Data) 

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InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance

Mar 12, 2020
Cen Chen, Chen Liang, Jianbin Lin, Li Wang, Ziqi Liu, Xinxing Yang, Xiukun Wang, Jun Zhou, Yang Shuang, Yuan Qi


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Industrial Scale Privacy Preserving Deep Neural Network

Mar 12, 2020
Longfei Zheng, Chaochao Chen, Yingting Liu, Bingzhe Wu, Xibin Wu, Li Wang, Lei Wang, Jun Zhou, Shuang Yang


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Privacy Preserving Point-of-interest Recommendation Using Decentralized Matrix Factorization

Mar 12, 2020
Chaochao Chen, Ziqi Liu, Peilin Zhao, Jun Zhou, Xiaolong Li

* Accepted by AAAI'18 

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DSSLP: A Distributed Framework for Semi-supervised Link Prediction

Mar 10, 2020
Dalong Zhang, Xianzheng Song, Ziqi Liu, Zhiqiang Zhang, Xin Huang, Lin Wang, Jun Zhou


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Generating Natural Language Adversarial Examples on a Large Scale with Generative Models

Mar 10, 2020
Yankun Ren, Jianbin Lin, Siliang Tang, Jun Zhou, Shuang Yang, Yuan Qi, Xiang Ren


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SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks

Mar 09, 2020
Qitao Shi, Ya-Lin Zhang, Longfei Li, Xinxing Yang, Meng Li, Jun Zhou


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Secure Social Recommendation based on Secret Sharing

Mar 05, 2020
Chaochao Chen, Liang Li, Bingzhe Wu, Cheng Hong, Li Wang, Jun Zhou

* Accepted by ECAI'20 

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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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Data-Free Adversarial Perturbations for Practical Black-Box Attack

Mar 03, 2020
ZhaoXin Huan, Yulong Wang, Xiaolu Zhang, Lin Shang, Chilin Fu, Jun Zhou


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