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A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence


Jan 17, 2021
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song

* Accepted paper at ICDE 2021 demonstrations track. arXiv admin note: substantial text overlap with arXiv:2010.13637 

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Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence


Oct 26, 2020
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song


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Optimising Stochastic Routing for Taxi Fleets with Model Enhanced Reinforcement Learning


Oct 22, 2020
Shen Ren, Qianxiao Li, Liye Zhang, Zheng Qin, Bo Yang

* 24 pages, comments welcome 

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Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning


Jun 28, 2020
Wenhui Yu, Zheng Qin

* SIGIR 2020 paper 

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Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation


Jun 28, 2020
Wenhui Yu, Xiao Lin, Junfeng Ge, Wenwu Ou, Zheng Qin

* KDD 2020 paper 

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Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters


Jun 28, 2020
Wenhui Yu, Zheng Qin

* ICML 2020 paper 

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Spectrum-enhanced Pairwise Learning to Rank


May 02, 2019
Wenhui Yu, Zheng Qin

* 11 pages; submitted to World Wide Web Conference (WWW 2019) 

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ThunderNet: Towards Real-time Generic Object Detection


Mar 28, 2019
Zheng Qin, Zeming Li, Zhaoning Zhang, Yiping Bao, Gang Yu, Yuxing Peng, Jian Sun

* 10 pages, 6 figures 

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Aesthetic-based Clothing Recommendation


Sep 16, 2018
Wenhui Yu, Huidi Zhang, Xiangnan He, Xu Chen, Li Xiong, Zheng Qin

* WWW 2018 

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Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors


Apr 10, 2018
Hao Yu, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu

* 8 pages, 6 figures 

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Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions


Mar 27, 2018
Zheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng

* 8 pages, 5 figures 

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Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications


Mar 24, 2018
Zheng Qin, Zhaoning Zhang, Shiqing Zhang, Hao Yu, Yuxing Peng

* 8 pages, 4 figures 

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FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy


Feb 11, 2018
Zheng Qin, Zhaoning Zhang, Xiaotao Chen, Yuxing Peng

* 5 pages, 1 figures 

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Transfer Hashing with Privileged Information


May 13, 2016
Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh

* Accepted by IJCAI-2016 

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Simple and Efficient Learning using Privileged Information


Apr 06, 2016
Xinxing Xu, Joey Tianyi Zhou, IvorW. Tsang, Zheng Qin, Rick Siow Mong Goh, Yong Liu


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