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Malicious Requests Detection with Improved Bidirectional Long Short-term Memory Neural Networks

Nov 12, 2020
Wenhao Li, Bincheng Zhang, Jiajie Zhang

* Mistakes occupy in the experimental results thus was rejected by ICICS. For preciseness we have to withdraw the paper. The experimental results are self-contradictory. The results of RNN-IDS in Table 1. FPR = 100% = FP/(FP+TN), so TN should be 0. recall = 100% = TP/(TP+FN), so FN should be 0. Therefore, precision=TP/(TP+FP)=50%, given that FP=TP. But table 1 shows that precision is 0.6967 

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A Glimpse of the Whole: Path Optimization Prototypical Network for Few-Shot Encrypted Traffic Classification

Oct 26, 2020
Wenhao Li, Xiao-Yu Zhang, Haichao Shi, Feng Liu, Yunlin Ma, Zhaoxuan Li


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Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection

Sep 17, 2020
Wenhao Li, Ningyuan Chen, L. Jeff Hong


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F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning

Apr 17, 2020
Wenhao Li, Bo Jin, Xiangfeng Wang, Junchi Yan, Hongyuan Zha

* arXiv admin note: text overlap with arXiv:1810.02912, arXiv:1803.11485 by other authors 

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MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space

Mar 13, 2020
Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

* 8 pages, 5 figures, published in AAAI 2020 

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Hyper-Meta Reinforcement Learning with Sparse Reward

Feb 11, 2020
Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha


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Learning Structured Communication for Multi-agent Reinforcement Learning

Feb 11, 2020
Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha


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Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning

Nov 23, 2019
Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang

* 9 pages, 6 figures 

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A Dimension-free Algorithm for Contextual Continuum-armed Bandits

Jul 18, 2019
Wenhao Li, Ningyuan Chen, L. Jeff Hong


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