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Infer-AVAE: An Attribute Inference Model Based on Adversarial Variational Autoencoder

Dec 30, 2020
Yadong Zhou, Zhihao Ding, Xiaoming Liu, Chao Shen, Lingling Tong, Xiaohong Guan


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Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding

Jul 06, 2020
Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan


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Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

Jun 25, 2020
Liang Yu, Yi Sun, Zhanbo Xu, Chao Shen, Dong Yue, Tao Jiang, Xiaohong Guan

* 14 pages, 21 figures 

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Learning Graph Embedding with Limited Labeled Data: An Efficient Sampling Approach

Mar 13, 2020
Qirui Li, Xiaoming Liu, Chao Shen, Xi Peng, Yadong Zhou, Xiaohong Guan


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Fast Generating A Large Number of Gumbel-Max Variables

Feb 02, 2020
Yiyan Qi, Pinghui Wang, Yuanming Zhang, Junzhou Zhao, Guangjian Tian, Xiaohong Guan

* Accepted by WebConf2020 

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Adversarial Example Detection by Classification for Deep Speech Recognition

Oct 22, 2019
Saeid Samizade, Zheng-Hua Tan, Chao Shen, Xiaohong Guan


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Meta Reinforcement Learning with Task Embedding and Shared Policy

Jun 04, 2019
Lin Lan, Zhenguo Li, Xiaohong Guan, Pinghui Wang

* Accepted to IJCAI 2019 

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Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance

Aug 20, 2018
Yihui He, Xiaobo Ma, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan

* IEEE Intelligent Systems 

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