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LiBRe: A Practical Bayesian Approach to Adversarial Detection


Mar 27, 2021
Zhijie Deng, Xiao Yang, Shizhen Xu, Hang Su, Jun Zhu

* IEEE/ CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding


Mar 02, 2019
Zhaocheng Zhu, Shizhen Xu, Meng Qu, Jian Tang

* accepted at WWW 2019 

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Fast Locality Sensitive Hashing for Beam Search on GPU


Jun 02, 2018
Xing Shi, Shizhen Xu, Kevin Knight


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Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks


Dec 11, 2017
Hao Zhang, Shizhen Xu, Graham Neubig, Wei Dai, Qirong Ho, Guangwen Yang, Eric P. Xing

* Short versions of this paper were presented at AISys [email protected] 2017 and MLSys [email protected] 2017 

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Structured Generative Adversarial Networks


Nov 02, 2017
Zhijie Deng, Hao Zhang, Xiaodan Liang, Luona Yang, Shizhen Xu, Jun Zhu, Eric P. Xing

* To appear in NIPS 2017 

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Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters


Jun 11, 2017
Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing

* To appear in 2017 USENIX Annual Technical Conference 

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